The 2020 AI 2000 Most Influential Scholars in Machine Learning are the top 10 most cited scholars from the top venues of this field over the past 10 years (2009–2019). The top 11–100 most cited scholars are recognized as AI 2000 Most Influential Scholars Honorable Mention. The identified top venues of this field are Annual Conference on Neural Information Processing Systems(NeurIPS), International Conference on Machine Learning(ICML) and International Conference on Learning Representations(ICLR), which published 11010 papers authored by 21028 scholars between 2009 and 2019.
Most Influential Scholars Chief Scientist
OpenAI
United States
Fixed Point Boltzmann Machine Belief Network Probabilistic Model Long-term Dependencies New Variant Strong Computer Appealing Online
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h -index: 49
#Paper : 93
#Citation : 116937
Total citations of the selected papers : 92071
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h -index: 49
#Paper : 93
#Citation : 116937
Certificate
Professor
Department of Computer Science, University of Toronto
Canada
Neural Network Boltzmann Machine Hidden Markov Model Speech Recognition Unsupervised Learning Neural Net Backpropagation Graphical Model
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h -index: 163
#Paper : 487
#Citation : 422619
Total citations of the selected papers : 70250
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h -index: 163
#Paper : 487
#Citation : 422619
Certificate
Professor
Département d’informatique et de recherche opérationnelle, Université de Montréal
Canada
Neural Network Hidden Markov Model Artificial Neural Network Machine Learning Neural Net Deep Learning Recurrent Neural Network Speech Recognition
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h -index: 149
#Paper : 816
#Citation : 195748
Total citations of the selected papers : 55930
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h -index: 149
#Paper : 816
#Citation : 195748
Certificate
Researcher
Google
United States
Model Combination Neural Networks Boltzmann Machine Deep Learning Regularization
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h -index: 13
#Paper : 19
#Citation : 72859
Total citations of the selected papers : 53057
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h -index: 13
#Paper : 19
#Citation : 72859
Certificate
Research Scientist
Google Brain
United States
Generative Model
views : -
h -index: 19
#Paper : 26
#Citation : 47084
Total citations of the selected papers : 43803
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h -index: 19
#Paper : 26
#Citation : 47084
Certificate
Assistant Professor
University of Toronto/Vector Institute
Canada
High‐content Screening Generative Adversarial Networks Penn Treebank Deep Learning Image Analysis The State Of The Art Computational Power Optimal Transport
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h -index: 12
#Paper : 29
#Citation : 40515
Total citations of the selected papers : 40484
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h -index: 12
#Paper : 29
#Citation : 40515
Certificate
Researcher
Apple Inc
United States
Restricted Boltzmann Machine Mobile Communication Communication Model Human Robot Interaction Personal Robot Representation Learning Human Computer Interaction Natural Languages
views : -
h -index: 44
#Paper : 94
#Citation : 43527
Total citations of the selected papers : 30265
views : -
h -index: 44
#Paper : 94
#Citation : 43527
Certificate
Research scientist
Facebook
United States
Language Model Speech Recognition Recurrent Neural Network Computational Complexity Natural Language Processing Decision Tree Neural Network Neural Nets
views : -
h -index: 36
#Paper : 73
#Citation : 46743
Total citations of the selected papers : 27091
views : -
h -index: 36
#Paper : 73
#Citation : 46743
Certificate
Assistant Professor
Department of Computer Science and Operations Research, University of Montreal
Canada
Unsupervised Learning Representation Learning Deep Architecture Deep Learning Restricted Boltzmann Machine Markov Process Animal Conditioning Behavior Feature Learning
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h -index: 23
#Paper : 66
#Citation : 23239
Total citations of the selected papers : 26714
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h -index: 23
#Paper : 66
#Citation : 23239
Certificate
Senior Fellow
Google
United States
Object Oriented Language Optimizing Compiler Search Engine Neural Network Information Retrieval Object-oriented Programs Object Oriented Profitability
views : -
h -index: 85
#Paper : 223
#Citation : 146763
Total citations of the selected papers : 23868
views : -
h -index: 85
#Paper : 223
#Citation : 146763
Certificate
Most Influential Scholars Honorable Mention Senior Research Scientist
Google Inc
United States
Unsupervised Learning Machine Learning Basis Vector Sparse Coding Face Recognition Detectors Boltzmann Machine Spatiotemporal Codes
views : -
h -index: 27
#Paper : 72
#Citation : 48921
Total citations of the selected papers : 23352
views : -
h -index: 27
#Paper : 72
#Citation : 48921
Certificate
Research Scientist
Google
United States
Machine Learning Support Vector Machine Gaussian Process Unsupervised Learning Detectors Optimization Objective Function Feature Extraction
views : -
h -index: 70
#Paper : 177
#Citation : 41403
Total citations of the selected papers : 23250
views : -
h -index: 70
#Paper : 177
#Citation : 41403
Certificate
Staff Research Scientist
Google
United States
Boolean Circuit Straight-line Program CHIP Neural Networks Circuit Vlsi Design Arrival Time Depth
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h -index: 17
#Paper : 35
#Citation : 59568
Total citations of the selected papers : 22614
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h -index: 17
#Paper : 35
#Citation : 59568
Certificate
Principal Software Engineer
Google Inc.
United States
Mobile Ad Hoc Network Ad Hoc Network Semantic Unit Model-based Design Wireless Network Open-source Software Abstract State Machine Intelligent Networks
views : -
h -index: 29
#Paper : 93
#Citation : 39749
Total citations of the selected papers : 21621
views : -
h -index: 29
#Paper : 93
#Citation : 39749
Certificate
Research Scientist
Google DeepMind
United States
Speaker Diarization Speech Recognition Hidden Markov Model Speaker Recognition Speech Error Rate Automatic Speech Recognition Mel Frequency Cepstral Coefficient
views : -
h -index: 59
#Paper : 154
#Citation : 40457
Total citations of the selected papers : 21021
views : -
h -index: 59
#Paper : 154
#Citation : 40457
Certificate
Research Scientist
DeepMind
United States
Multi-class Classification Emotion Recognition Deep Learning Bag Of Visual Words Multimodal Learning Unsorted Set New Dictionary Feature Representation
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h -index: 13
#Paper : 23
#Citation : 21050
Total citations of the selected papers : 18996
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h -index: 13
#Paper : 23
#Citation : 21050
Certificate
Adjunct Professor
Computer Science Department, Stanford University
United States
Reinforcement Learning Supervised Learning Machine Learning Mobile Robot Robots Unsupervised Learning Markov Decision Process Learning Artificial Intelligence
views : -
h -index: 121
#Paper : 351
#Citation : 148515
Total citations of the selected papers : 18631
views : -
h -index: 121
#Paper : 351
#Citation : 148515
Certificate
Associate Professor
Computer Science and Center for Data Science, New York University
United States
Deep Learning Restricted Boltzmann Machine Boltzmann Machine Neural Network Learning Artificial Intelligence Semi Supervised Learning Noise Multi Layer Perceptron
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h -index: 46
#Paper : 186
#Citation : 34601
Total citations of the selected papers : 17820
views : -
h -index: 46
#Paper : 186
#Citation : 34601
Certificate
Research Scientist
DeepMind
United States
Algorithms Genomics Proteins Deep Learning Multimodal Learning Human Genome Convolutional Neural Networks Genes
views : -
h -index: 18
#Paper : 24
#Citation : 24067
Total citations of the selected papers : 16475
views : -
h -index: 18
#Paper : 24
#Citation : 24067
Certificate
Research Scientist
Facebook AI Research
United States
Computer Vision Vectors Encoding Cartesian Product Artificial Neural Networks Computational Complexity Image Matting Nearest Neighbor Search
views : -
h -index: 54
#Paper : 88
#Citation : 109143
Total citations of the selected papers : 16460
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h -index: 54
#Paper : 88
#Citation : 109143
Certificate
Chief scientist
Megvii Technology
China
Solar Cell First-principle Control System SUN Image Segment Microbial Fuel Cell Thin Film Microcrystalline Silicon
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h -index: 75
#Paper : 189
#Citation : 103609
Total citations of the selected papers : 16459
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h -index: 75
#Paper : 189
#Citation : 103609
Certificate
Associate Professor
School of Computer Science, Carnegie Mellon University
United States
Boltzmann Machine Deep Learning Neural Network Unsupervised Learning Deep Boltzmann Machine Graphical Model Object Recognition Markov Chain
views : -
h -index: 82
#Paper : 253
#Citation : 63550
Total citations of the selected papers : 15827
views : -
h -index: 82
#Paper : 253
#Citation : 63550
Certificate
Research Scientist
Facebook AI Research
United States
Object Recognition Deformable Part Model Feature Extraction Image Segmentation Visualization Object Detection Support Vector Machines Semantic Segmentation
views : -
h -index: 63
#Paper : 103
#Citation : 98299
Total citations of the selected papers : 15796
views : -
h -index: 63
#Paper : 103
#Citation : 98299
Certificate
Director of AI Research
Facebook AI Research
United States
Neural Network Feature Extraction Neural Net Pattern Recognition Object Recognition Unsupervised Learning Machine Learning Optical Character Recognition
views : -
h -index: 121
#Paper : 382
#Citation : 113550
Total citations of the selected papers : 15368
views : -
h -index: 121
#Paper : 382
#Citation : 113550
Certificate
Research Scientist
Google
United States
Object Recognition Sampling Method Minhash Cryptography Image Segmentation Computer Vision Computer Science Sampling
views : -
h -index: 26
#Paper : 62
#Citation : 26795
Total citations of the selected papers : 14911
views : -
h -index: 26
#Paper : 62
#Citation : 26795
Certificate
Professor;Research Chair
University of Amsterdam
Netherlands
Gibbs Sampling Graphical Model Unsupervised Learning Independent Component Analysis Topic Model Latent Dirichlet Allocation Data Model Mixture Model
views : -
h -index: 71
#Paper : 297
#Citation : 27871
Total citations of the selected papers : 14668
views : -
h -index: 71
#Paper : 297
#Citation : 27871
Certificate
Researcher
MILA
Canada
views : -
h -index: 8
#Paper : 13
#Citation : 15417
Total citations of the selected papers : 14665
views : -
h -index: 8
#Paper : 13
#Citation : 15417
Certificate
Professor
New York University
United States
Object Recognition Learning Artificial Intelligence Image Recognition Feature Extraction Bayesian Method Search Engine Image Classification Internet
views : -
h -index: 46
#Paper : 74
#Citation : 45489
Total citations of the selected papers : 14624
views : -
h -index: 46
#Paper : 74
#Citation : 45489
Certificate
Research Scientist
Google Research
United States
views : -
h -index: 5
#Paper : 9
#Citation : 14542
Total citations of the selected papers : 14487
views : -
h -index: 5
#Paper : 9
#Citation : 14542
Certificate
Senior Applied Research Scientist
Facebook
United States
views : -
h -index: 8
#Paper : 11
#Citation : 15640
Total citations of the selected papers : 14468
views : -
h -index: 8
#Paper : 11
#Citation : 15640
Certificate
Co-founder、R&D Director
Momenta
China
ICT Volume Rendering Approved Car Plan Testing Feature Extraction 3d Visualization Daily Plan Random Forest
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h -index: 14
#Paper : 22
#Citation : 70489
Total citations of the selected papers : 14441
views : -
h -index: 14
#Paper : 22
#Citation : 70489
Certificate
VP of Research
DeepMind
United States
Object Recognition Feature Extraction Unsupervised Learning Filter Bank Learning Artificial Intelligence Semi Supervised Learning Visual Object Recognition Pattern Recognition
views : -
h -index: 55
#Paper : 106
#Citation : 39808
Total citations of the selected papers : 13952
views : -
h -index: 55
#Paper : 106
#Citation : 39808
Certificate
Professor
UC Berkeley
United States
Robots Reinforcement Learning Mobile Robots Planning Global Positioning System Motion Planning Computer Model Motion Control
views : -
h -index: 85
#Paper : 348
#Citation : 30970
Total citations of the selected papers : 11629
views : -
h -index: 85
#Paper : 348
#Citation : 30970
Certificate
Associate Professor
University of Michigan/Google Brain
United States
Learning Artificial Intelligence Unsupervised Learning Restricted Boltzmann Machine Sparse Coding Deep Learning Convolutional Deep Belief Network Convolutional Code Learning (artificial Intelligence)
views : -
h -index: 65
#Paper : 150
#Citation : 26692
Total citations of the selected papers : 11533
views : -
h -index: 65
#Paper : 150
#Citation : 26692
Certificate
PhD Student
University of Montreal
Canada
Lvcsr Neural Networks Speech Recognition Attention ASR
views : -
h -index: 13
#Paper : 22
#Citation : 21188
Total citations of the selected papers : 11120
views : -
h -index: 13
#Paper : 22
#Citation : 21188
Certificate
Research Head
OpenAI
United States
Brain Activity Zero-knowledge Proof Authentication Java Bytecode Execution Environment Graph Isomorphism Graphics Processor Unit Memory Management Protocols Crucial Requirement
views : -
h -index: 26
#Paper : 45
#Citation : 14273
Total citations of the selected papers : 10331
views : -
h -index: 26
#Paper : 45
#Citation : 14273
Certificate
Professor、Senior Fellow、Director
Department of Computer Science, University of Toronto
Canada
Population Code Collaborative Filtering Neural Network Unsupervised Learning Boltzmann Machine Minimum Description Length Artificial Intelligent Statistical Model
views : -
h -index: 59
#Paper : 227
#Citation : 22731
Total citations of the selected papers : 10220
views : -
h -index: 59
#Paper : 227
#Citation : 22731
Certificate
Software Engineer
Facebook AI Research
United States
Learning Artificial Intelligence Feature Extraction Computer Vision Considerable Practical Interest Pedestrian Detection Unsupervised Multi-stage Feature Learning Mathematical Model First Principles
views : -
h -index: 17
#Paper : 31
#Citation : 13031
Total citations of the selected papers : 10207
views : -
h -index: 17
#Paper : 31
#Citation : 13031
Certificate
Professor
Department of Statistics, University of California
United States
Graphical Model Mixture Model Machine Learning Hidden Markov Model Variational Method Kernel Method Algorithms Neural Network
views : -
h -index: 157
#Paper : 841
#Citation : 193938
Total citations of the selected papers : 10120
views : -
h -index: 157
#Paper : 841
#Citation : 193938
Certificate
Junior Fellow
University of Toronto
Canada
Recurrent Neural Network Long Short Term Memory Hidden Markov Model Speech Recognition Neural Network Neural Net Computer Science Parameter Space
views : -
h -index: 55
#Paper : 86
#Citation : 30325
Total citations of the selected papers : 8908
views : -
h -index: 55
#Paper : 86
#Citation : 30325
Certificate
Researcher
Google DeepMind
United States
Asymmetric Information Initial Public Offering Venture Capital Convertible Bonds Information Asymmetry Multivariate Analyses Private Information Mergers And Acquisitions
views : -
h -index: 42
#Paper : 76
#Citation : 16677
Total citations of the selected papers : 8260
views : -
h -index: 42
#Paper : 76
#Citation : 16677
Certificate
Researcher
Yahoo
United States
Image Classification Object Recognition Neural Network Learning Artificial Intelligence Boltzmann Machine Convolutional Neural Network Generative Model Optimization
views : -
h -index: 12
#Paper : 21
#Citation : 8896
Total citations of the selected papers : 8219
views : -
h -index: 12
#Paper : 21
#Citation : 8896
Certificate
Professor
Google DeepMind
United States
Reinforcement Learning Mobile Robot Temporal Difference Learning Machine Learning Monte-carlo Tree Search Function Approximator Monte Carlo Simulation Robots
views : -
h -index: 56
#Paper : 126
#Citation : 33914
Total citations of the selected papers : 8121
views : -
h -index: 56
#Paper : 126
#Citation : 33914
Certificate
Research Scientist、Manager
Facebook Inc.
United States
Unsupervised Learning Feature Extraction Object Recognition Boltzmann Machine Neural Nets Deep Learning Neural Networks Face Recognition
views : -
h -index: 47
#Paper : 98
#Citation : 21502
Total citations of the selected papers : 8082
views : -
h -index: 47
#Paper : 98
#Citation : 21502
Certificate
Professor
CS Division, University of California
United States
Computer Vision Object Recognition Artificial Intelligence Motion Estimation Real Time Image Classification Real Time System Feature Extraction
views : -
h -index: 119
#Paper : 552
#Citation : 102039
Total citations of the selected papers : 8021
views : -
h -index: 119
#Paper : 552
#Citation : 102039
Certificate
Professor
Department of Computer Science Princeton University
United States
Approximate Inference Parallelism Elliptical Slice Sampling Slice Sampling Markov Chain Monte Carlo
views : -
h -index: 42
#Paper : 129
#Citation : 10444
Total citations of the selected papers : 7340
views : -
h -index: 42
#Paper : 129
#Citation : 10444
Certificate
Principal Scientist
DeepMind
United States
Recurrent Neural Network Reinforcement Learning Evolution Strategy Natural Gradient Long Short-term Memory Hidden State Evolutionary Computation Support Vector Machine
views : -
h -index: 37
#Paper : 66
#Citation : 11341
Total citations of the selected papers : 7323
views : -
h -index: 37
#Paper : 66
#Citation : 11341
Certificate
Research Scientist
DeepMind
United States
Deep Learning Recurrent Neural Network Boltzmann Machine Stability Plasticity Supervised Learning Artificial Intelligence Continual Learning Dynamic System
views : -
h -index: 40
#Paper : 90
#Citation : 13318
Total citations of the selected papers : 7163
views : -
h -index: 40
#Paper : 90
#Citation : 13318
Certificate
Professor
Computer Vision Engineering, University of Oxford
United Kingdom
Computer Vision Image Classification Support Vector Machine Object Recognition Computer Graphic Image Retrieval Image Segmentation Maximum Likelihood Estimate
views : -
h -index: 149
#Paper : 645
#Citation : 202126
Total citations of the selected papers : 7146
views : -
h -index: 149
#Paper : 645
#Citation : 202126
Certificate
Professor
Departement d'Informatique de l'Ecole Normale Superieure, PSL Research University
France
Convex Optimization Machine Learning Sparse Coding Support Vector Machine Kernel Method Dictionaries Computer Vision Variable Selection
views : -
h -index: 81
#Paper : 299
#Citation : 37673
Total citations of the selected papers : 7121
views : -
h -index: 81
#Paper : 299
#Citation : 37673
Certificate
Chief Scientist
Salesforce
United States
Image Segmentation Image Annotation Learning Artificial Intelligence Visual Words Visualization Image Classification Image Retrieval Object Recognition
views : -
h -index: 50
#Paper : 133
#Citation : 52591
Total citations of the selected papers : 7103
views : -
h -index: 50
#Paper : 133
#Citation : 52591
Certificate
Research Scientist
University of Toronto/Google
Canada
views : -
h -index: 10
#Paper : 18
#Citation : 8312
Total citations of the selected papers : 7070
views : -
h -index: 10
#Paper : 18
#Citation : 8312
Certificate
Assistant Professor
Department of Electrical Engineering and Computer Sciences, UC Berkeley
United States
Reinforcement Learning Reinforcement Learning Robotics Speech Recognition Deep Learning Inverse Reinforcement Learning Reward Function Physics-based Character Animation
views : -
h -index: 61
#Paper : 224
#Citation : 13076
Total citations of the selected papers : 6700
views : -
h -index: 61
#Paper : 224
#Citation : 13076
Certificate
staff research scientist
Google Brain
United States
Spike Train Prior Spike Component Part Retinal Ganglion Cell Novel Information Dot-product Kernel Operator Common Noise Generalized Linear Model
views : -
h -index: 29
#Paper : 71
#Citation : 19886
Total citations of the selected papers : 6695
views : -
h -index: 29
#Paper : 71
#Citation : 19886
Certificate
Research Scientist
Google DeepMind
United States
Gauge Transformation General Relativity Yang Mills Theory Hilbert Space Black Hole Black Hole Entropy Loop Quantum Gravity Coupling Constant
views : -
h -index: 20
#Paper : 49
#Citation : 7487
Total citations of the selected papers : 6694
views : -
h -index: 20
#Paper : 49
#Citation : 7487
Certificate
Research Scientist
Google
United States
Hidden Markov Model Speech Support Vector Machine Speech Recognition Machine Learning Vision Neural Network Feature Extraction
views : -
h -index: 83
#Paper : 416
#Citation : 34258
Total citations of the selected papers : 6455
views : -
h -index: 83
#Paper : 416
#Citation : 34258
Certificate
professor
Departments of Statistics and Computer Science, Columbia University
United States
Variational Method Probabilistic Model Topic Model Latent Dirichlet Allocation Graphical Model Mixture Model Social Network Data Analysis
views : -
h -index: 81
#Paper : 283
#Citation : 100182
Total citations of the selected papers : 6439
views : -
h -index: 81
#Paper : 283
#Citation : 100182
Certificate
research scientist
Google DeepMind
United States
Neural Network Large Datasets Gaussian Process Machine Learning Unsupervised Learning Empirical Bernstein Online Fashion Deep Neural Network
views : -
h -index: 29
#Paper : 48
#Citation : 20368
Total citations of the selected papers : 6435
views : -
h -index: 29
#Paper : 48
#Citation : 20368
Certificate
Research Scientist
DeepMind
United States
Physical Simulation Successive Revolvings Inarticulate Robot
views : -
h -index: 12
#Paper : 17
#Citation : 7336
Total citations of the selected papers : 6412
views : -
h -index: 12
#Paper : 17
#Citation : 7336
Certificate
CEO
Covariant.Ai
United States
Supervised Learning Microprocessors FPGA Semi-supervised Learning Discrete Event Current Literature Warehouse-scale Computing Evaluation
views : -
h -index: 19
#Paper : 27
#Citation : 7016
Total citations of the selected papers : 6378
views : -
h -index: 19
#Paper : 27
#Citation : 7016
Certificate
Professor
Department of Electrical Engineering and Computer Science, Massachusetts institute of technology
United States
Object Recognition Computer Vision Image Recognition Visualization Layout Object Detection Database Image Feature
views : -
h -index: 95
#Paper : 290
#Citation : 48965
Total citations of the selected papers : 6326
views : -
h -index: 95
#Paper : 290
#Citation : 48965
Certificate
Research Scientist
Facebook
United States
Support Vector Machine Conditional Random Field Training Example Support Vector Sgd-qn Algorithm Stochastic Gradient Descent Exact Inference Single Pass
views : -
h -index: 34
#Paper : 75
#Citation : 14281
Total citations of the selected papers : 6013
views : -
h -index: 34
#Paper : 75
#Citation : 14281
Certificate
Chief Scientist
Intel Labs
United States
Voronoi Diagram Upper Bound Three Dimensions Combinatorial Complexity Data Structure Computational Geometry Algebraic Surfaces Vertical Decomposition
views : -
h -index: 55
#Paper : 184
#Citation : 13580
Total citations of the selected papers : 5955
views : -
h -index: 55
#Paper : 184
#Citation : 13580
Certificate
Adjunct Professor
Google DeepMind
United States
Self Organization Relevance Realization Pervasive Problem Biomechanics Cognitive Science Emerging Framework Important Incompleteness Technical Innovation
views : -
h -index: 29
#Paper : 94
#Citation : 11017
Total citations of the selected papers : 5949
views : -
h -index: 29
#Paper : 94
#Citation : 11017
Certificate
Associate Professor
Cornell University
United States
Machine-learning High Dimensional Data Convex Optimization Nonlinear Dimensionality Reduction Dimensionality Reduction Ranking Feature Space Manifold Learning
views : -
h -index: 52
#Paper : 159
#Citation : 20973
Total citations of the selected papers : 5686
views : -
h -index: 52
#Paper : 159
#Citation : 20973
Certificate
Research Scientist
Google DeepMind
United States
Genetic Algorithm Neural Network Proteins Bayesian Inference Machine Learning Computational Biology Expectation-maximization Learning (artificial Intelligence)
views : -
h -index: 24
#Paper : 67
#Citation : 7001
Total citations of the selected papers : 5610
views : -
h -index: 24
#Paper : 67
#Citation : 7001
Certificate
Assistant Professor
New York University
United States
Wavelet Transforms Convolution Image Classification Principal Component Analysis Pattern Recognition Scattering Model Selection Data Structure
views : -
h -index: 20
#Paper : 67
#Citation : 7627
Total citations of the selected papers : 5589
views : -
h -index: 20
#Paper : 67
#Citation : 7627
Certificate
Professor
Department of Computer Science and Mathematics, Hong Kong University of Science and Technology
China
Greedy Algorithm Machine Learning Semi Supervised Learning Decision Tree Support Vector Machine Sparsity Kernel Method Least Square
views : -
h -index: 82
#Paper : 281
#Citation : 33328
Total citations of the selected papers : 5587
views : -
h -index: 82
#Paper : 281
#Citation : 33328
Certificate
Research scientist
OpenAI
United States
Sequential Convex Optimization Convex Programming UAV Medical Control Systems Phosphorus Trajectory Optimization Gaussian Processes Motion Control
views : -
h -index: 24
#Paper : 44
#Citation : 7426
Total citations of the selected papers : 5564
views : -
h -index: 24
#Paper : 44
#Citation : 7426
Certificate
Assistant Professor
Electrical Engineering and Computer Science Department， Massachusetts Institute of Technology
United States
Model Compression Sparsity Pruning Acceleration Quantization Tinyml Mobile Ai Efficient Model Design
views : -
h -index: 17
#Paper : 67
#Citation : 8049
Total citations of the selected papers : 5499
views : -
h -index: 17
#Paper : 67
#Citation : 8049
Certificate
Ph.D. student
Computer Science Department, New York University
United States
Support Vector Machine Speaker Recognition Feature Extraction Real Time System Augmented Reality Real Time Mobile Computer Energy Efficient
views : -
h -index: 18
#Paper : 96
#Citation : 6833
Total citations of the selected papers : 5292
views : -
h -index: 18
#Paper : 96
#Citation : 6833
Certificate
Professor
Computer Science Department, Stanford University
United States
CHIP Bandwidth Computer Architecture Parallel Processing Routing Throughput Concurrent Computing Interconnection Network
views : -
h -index: 95
#Paper : 568
#Citation : 59118
Total citations of the selected papers : 5290
views : -
h -index: 95
#Paper : 568
#Citation : 59118
Certificate
Professor、Co-Founder
Language Technologies Institute, Carnegie Mellon University
United States
Algorithms Gene Expression Graphical Model Topic Model Genetics Gene Regulatory Network Optimization Bioinformatics
views : -
h -index: 82
#Paper : 568
#Citation : 30275
Total citations of the selected papers : 5288
views : -
h -index: 82
#Paper : 568
#Citation : 30275
Certificate
Research Scientist
Google
United States
Machine Learning Deep Learning Deep Architecture Unsupervised Pre-training Deep Model Unsupervised Learning Image Recognition Feature Extraction
views : -
h -index: 26
#Paper : 58
#Citation : 55903
Total citations of the selected papers : 5059
views : -
h -index: 26
#Paper : 58
#Citation : 55903
Certificate
Research Scientist
DeepMind
United States
Image Classification Support Vector Machine Visual Recognition Decision Boundary Annotator Rationale Category Theory Domain Adaptation Visualization
views : -
h -index: 46
#Paper : 59
#Citation : 140498
Total citations of the selected papers : 5010
views : -
h -index: 46
#Paper : 59
#Citation : 140498
Certificate
Research Scientist
Google Brain
United States
Boltzmann Machine Neural Network Unsupervised Learning Support Vector Machine Classification Problem Machine Learning Restricted Boltzmann Machine Gaussian Process
views : -
h -index: 37
#Paper : 113
#Citation : 23604
Total citations of the selected papers : 4871
views : -
h -index: 37
#Paper : 113
#Citation : 23604
Certificate
Research Scientist
United States
Localized Rain Window Surface Outdoor Security Camera Corrupted Image Pair Image Restoration Rain Present Corrupted Image Patch Post-capture Image Processing Solution
views : -
h -index: 14
#Paper : 21
#Citation : 6659
Total citations of the selected papers : 4736
views : -
h -index: 14
#Paper : 21
#Citation : 6659
Certificate
PhD student
University of California, Berkeley
United States
views : -
h -index: 11
#Paper : 18
#Citation : 5071
Total citations of the selected papers : 4723
views : -
h -index: 11
#Paper : 18
#Citation : 5071
Certificate
Research Scientist、Research Professor
Facebook
United States
Support Vector Machine Semi Supervised Learning Machine Learning Neural Network Protein Sequence Computational Biology Algorithms Natural Language Processing
views : -
h -index: 80
#Paper : 194
#Citation : 52288
Total citations of the selected papers : 4638
views : -
h -index: 80
#Paper : 194
#Citation : 52288
Certificate
Director、Professor、Senior Principal Researcher
Amazon Web Services
United States
Support Vector Machine Kernel Method Support Vector Machine Learning Feature Space Reproducing Kernel Hilbert Space Graphical Model Kernel Function
views : -
h -index: 113
#Paper : 364
#Citation : 111797
Total citations of the selected papers : 4522
views : -
h -index: 113
#Paper : 364
#Citation : 111797
Certificate
Assistant Professor
University of Toronto
Canada
Convolutional Deep Belief Network Full-sized Image Hierarchical Generative Model Efficient Bottom-up Probabilistic Max-pooling Deep Belief Network Bottom Up Top-down Probabilistic Inference
views : -
h -index: 25
#Paper : 61
#Citation : 6482
Total citations of the selected papers : 4387
views : -
h -index: 25
#Paper : 61
#Citation : 6482
Certificate
Distinguished Engineer
Google
United States
Unsupervised Learning Face Recognition Accuracy Speech Processing Linear Projection Neural Networks Imagenet Face Detector
views : -
h -index: 13
#Paper : 22
#Citation : 18630
Total citations of the selected papers : 4358
views : -
h -index: 13
#Paper : 22
#Citation : 18630
Certificate
Google
United States
Neural Networks Face Recognition Speech Recognition Computational Modeling Unsupervised Learning Neural Nets Acoustics Easy Transport
views : -
h -index: 16
#Paper : 29
#Citation : 32118
Total citations of the selected papers : 4358
views : -
h -index: 16
#Paper : 29
#Citation : 32118
Certificate
Associate Professor
UC Berkeley
United States
Compressed Sensing Convex Optimization Convex Programming Optimization Problem Linear Programming Random Matrices Minimisation Signal Processing
views : -
h -index: 60
#Paper : 191
#Citation : 32896
Total citations of the selected papers : 4328
views : -
h -index: 60
#Paper : 191
#Citation : 32896
Certificate
Professor
Computer Science Department, Stanford University
United States
Knowledge Management Computer Science Natural Language Natural Language Processing Indexer Probabilistic Model Machine Learning Unsupervised Learning
views : -
h -index: 118
#Paper : 475
#Citation : 122938
Total citations of the selected papers : 4319
views : -
h -index: 118
#Paper : 475
#Citation : 122938
Certificate
Professor
Department of Engineering University of Cambridge
United Kingdom
Gaussian Process Hidden Markov Model Bayesian Method Graphical Model Probabilistic Model Neural Network Em Algorithm Bayesian Inference
views : -
h -index: 96
#Paper : 456
#Citation : 48310
Total citations of the selected papers : 4281
views : -
h -index: 96
#Paper : 456
#Citation : 48310
Certificate
Assistant Professor
School of Interactive Computing, Georgia Tech
United States
Domain Adaptation Domain Adaptation Method Image Classification Object Detection Known Domain Label Fixed Points Video Signal Processing Motion Planning
views : -
h -index: 28
#Paper : 51
#Citation : 7953
Total citations of the selected papers : 4269
views : -
h -index: 28
#Paper : 51
#Citation : 7953
Certificate
Researcher
Uber AI Labs
United States
Creating Gait Hyperneat Generative Encoding Legged Robot Accurate Simulator Generative Encodings Consistent Estimator Physical Robot Real Robot
views : -
h -index: 18
#Paper : 49
#Citation : 6592
Total citations of the selected papers : 4246
views : -
h -index: 18
#Paper : 49
#Citation : 6592
Certificate
Director、Fellow
Max Planck Institute for Intelligent Systems
Germany
Support Vector Machine Machine Learning Brain Computer Interface Support Vector Kernel Method Feature Space Reproducing Kernel Hilbert Space Kernel
views : -
h -index: 130
#Paper : 754
#Citation : 146548
Total citations of the selected papers : 4240
views : -
h -index: 130
#Paper : 754
#Citation : 146548
Certificate
Senior Research Scientist
Google
United States
Active Learning Collaborative Learning Ranking Likelihood Function Bayes Cosmology Well-known Sushi Preference Data Small Number
views : -
h -index: 13
#Paper : 25
#Citation : 5240
Total citations of the selected papers : 4179
views : -
h -index: 13
#Paper : 25
#Citation : 5240
Certificate
Fellow
New York University/Facebook AI Research
United States
Neural Network Support Vector Machine Data Compression Machine Learning Transform Coding Image Compression Pattern Recognition Neural Net
views : -
h -index: 66
#Paper : 169
#Citation : 47458
Total citations of the selected papers : 4151
views : -
h -index: 66
#Paper : 169
#Citation : 47458
Certificate
Director
University of Texas at Austin
United States
Eigenvector Eigenvalue Clustering Machine Learning Tridiagonal Matrix Social Network Distributed Memory Clustering Algorithm
views : -
h -index: 84
#Paper : 304
#Citation : 38316
Total citations of the selected papers : 4139
views : -
h -index: 84
#Paper : 304
#Citation : 38316
Certificate
Research Scientist
Google Brain
United States
Mobile Robot Feature Extraction Computer Vision Learning Artificial Intelligence Robots Convolutional Codes Image Classification Path Planning
views : -
h -index: 18
#Paper : 32
#Citation : 39054
Total citations of the selected papers : 4053
views : -
h -index: 18
#Paper : 32
#Citation : 39054
Certificate
Professor
Toyota Technological Institute at Chicago
United States
Graphical Model Matrix Factorization Maximum Likelihood Generalization Error Gradient Descent Approximation Algorithm Optimization Problem Support Vector Machine
views : -
h -index: 56
#Paper : 184
#Citation : 14077
Total citations of the selected papers : 3997
views : -
h -index: 56
#Paper : 184
#Citation : 14077
Certificate
University of California at Berkeley
United States
Concavity-based Feature Gps Reading Image Processing Query Image Extracts Stable Concavity-based Feature Geology Geographic Information Systems DEM
views : -
h -index: 11
#Paper : 25
#Citation : 5890
Total citations of the selected papers : 3959
views : -
h -index: 11
#Paper : 25
#Citation : 5890
Certificate
research scientis
Google Brain
United States
Data Mining Product Usability Unusual Event Machine Learning Automated Detection Geriatrics New Data Hidden Markov Model
views : -
h -index: 17
#Paper : 46
#Citation : 4671
Total citations of the selected papers : 3841
views : -
h -index: 17
#Paper : 46
#Citation : 4671
Certificate
Research Team Leader
OpenAI
United States
Generative Encoding Artificial Intelligence Artificial Neural Network Direct Encoding Neuroevolution Evolutionary Algorithm Direct Encoding Control Genetic Algorithm
views : -
h -index: 29
#Paper : 91
#Citation : 7936
Total citations of the selected papers : 3696
views : -
h -index: 29
#Paper : 91
#Citation : 7936
Certificate
Research Scientist
Inria Grenoble, Thoth team
France
Image Restoration Dictionary Sparse Coding Signal Processing Sparsity Convex Optimization Algorithms Image Reconstruction
views : -
h -index: 39
#Paper : 118
#Citation : 17994
Total citations of the selected papers : 3680
views : -
h -index: 39
#Paper : 118
#Citation : 17994
Certificate
Professor
MIT Department of Brain and Cognitive Science
United States
Bayesian Model Bayesian Inference Probabilistic Model Bayesian Statistics Bayesian Modeling Causal Models Cognitive Development Statistical Inference
views : -
h -index: 92
#Paper : 523
#Citation : 55554
Total citations of the selected papers : 3662
views : -
h -index: 92
#Paper : 523
#Citation : 55554
Certificate
Research Engineer
Google
United States
Support Vector Machine Photo Annotation Feature Selection Competitive Benchmarking Result Support Vector Machines Svm Gaussian Kernel Novel Region Selection Algorithm Computer Model
views : -
h -index: 13
#Paper : 25
#Citation : 4471
Total citations of the selected papers : 3615
views : -
h -index: 13
#Paper : 25
#Citation : 4471
Certificate
