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: 46
#Paper : 82
#Citation : 66388
Total citations of the selected papers : 92071
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h -index: 46
#Paper : 82
#Citation : 66388
Certificate
Professor
Department of Computer Science, University of Toronto
Canada
Neural Network Boltzmann Machine Speech Recognition Hidden Markov Model Unsupervised Learning Neural Nets Backpropagation Bottom Up
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h -index: 148
#Paper : 446
#Citation : 249334
Total citations of the selected papers : 70250
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h -index: 148
#Paper : 446
#Citation : 249334
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: 146
#Paper : 791
#Citation : 242858
Total citations of the selected papers : 55930
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h -index: 146
#Paper : 791
#Citation : 242858
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: 15
#Paper : 20
#Citation : 52983
Total citations of the selected papers : 43803
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h -index: 15
#Paper : 20
#Citation : 52983
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 : 46754
Total citations of the selected papers : 40484
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h -index: 12
#Paper : 29
#Citation : 46754
Certificate
Researcher
Apple Inc
United States
Adversarial Examples Deep Neural Network Semi-supervised Learning Spike-and-slab Sparse Coding Accelerating Learning Adversarial Autoencoders Catastrophic Forgeting Competition
views : -
h -index: 44
#Paper : 79
#Citation : 41499
Total citations of the selected papers : 30265
views : -
h -index: 44
#Paper : 79
#Citation : 41499
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: 35
#Paper : 66
#Citation : 52049
Total citations of the selected papers : 27091
views : -
h -index: 35
#Paper : 66
#Citation : 52049
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: 25
#Paper : 68
#Citation : 33085
Total citations of the selected papers : 26714
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h -index: 25
#Paper : 68
#Citation : 33085
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: 20
#Paper : 61
#Citation : 39402
Total citations of the selected papers : 23352
views : -
h -index: 20
#Paper : 61
#Citation : 39402
Certificate
Research Scientist
Google
United States
Machine Learning Support Vector Machine Detectors Large Scale Optimization Unsupervised Learning Bundle Methods Deep Learning
views : -
h -index: 75
#Paper : 196
#Citation : 49041
Total citations of the selected papers : 23250
views : -
h -index: 75
#Paper : 196
#Citation : 49041
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
views : -
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
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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: 60
#Paper : 133
#Citation : 45237
Total citations of the selected papers : 21021
views : -
h -index: 60
#Paper : 133
#Citation : 45237
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
views : -
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: 119
#Paper : 325
#Citation : 147087
Total citations of the selected papers : 18631
views : -
h -index: 119
#Paper : 325
#Citation : 147087
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 : 225
#Citation : 39951
Total citations of the selected papers : 17820
views : -
h -index: 46
#Paper : 225
#Citation : 39951
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 Encoding Vectors 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
views : -
h -index: 94
#Paper : 259
#Citation : 133346
Total citations of the selected papers : 16459
views : -
h -index: 94
#Paper : 259
#Citation : 133346
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: 86
#Paper : 275
#Citation : 66321
Total citations of the selected papers : 15827
views : -
h -index: 86
#Paper : 275
#Citation : 66321
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: 58
#Paper : 94
#Citation : 98525
Total citations of the selected papers : 15796
views : -
h -index: 58
#Paper : 94
#Citation : 98525
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: 107
#Paper : 335
#Citation : 91643
Total citations of the selected papers : 15368
views : -
h -index: 107
#Paper : 335
#Citation : 91643
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
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h -index: 65
#Paper : 250
#Citation : 30411
Total citations of the selected papers : 14668
views : -
h -index: 65
#Paper : 250
#Citation : 30411
Certificate
Researcher
MILA
Canada
views : -
h -index: 8
#Paper : 14
#Citation : 21787
Total citations of the selected papers : 14665
views : -
h -index: 8
#Paper : 14
#Citation : 21787
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
3d Visualization Face Alignment ICT Random Forest Regressing Local Binary Features Volume Rendering Abs/asr Basic Principle
views : -
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: 48
#Paper : 88
#Citation : 33979
Total citations of the selected papers : 13952
views : -
h -index: 48
#Paper : 88
#Citation : 33979
Certificate
Professor
UC Berkeley
United States
Robots Reinforcement Learning Mobile Robots Planning Global Positioning System Motion Planning Computer Model Motion Control
views : -
h -index: 100
#Paper : 397
#Citation : 43748
Total citations of the selected papers : 11629
views : -
h -index: 100
#Paper : 397
#Citation : 43748
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: 67
#Paper : 144
#Citation : 28224
Total citations of the selected papers : 11533
views : -
h -index: 67
#Paper : 144
#Citation : 28224
Certificate
PhD Student
University of Montreal
Canada
Lvcsr Neural Networks Speech Recognition Attention ASR
views : -
h -index: 13
#Paper : 25
#Citation : 24381
Total citations of the selected papers : 11120
views : -
h -index: 13
#Paper : 25
#Citation : 24381
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
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h -index: 26
#Paper : 42
#Citation : 16622
Total citations of the selected papers : 10331
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h -index: 26
#Paper : 42
#Citation : 16622
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: 56
#Paper : 208
#Citation : 24443
Total citations of the selected papers : 10220
views : -
h -index: 56
#Paper : 208
#Citation : 24443
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 : 26
#Citation : 15484
Total citations of the selected papers : 10207
views : -
h -index: 17
#Paper : 26
#Citation : 15484
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: 152
#Paper : 817
#Citation : 190037
Total citations of the selected papers : 10120
views : -
h -index: 152
#Paper : 817
#Citation : 190037
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: 47
#Paper : 71
#Citation : 27596
Total citations of the selected papers : 8908
views : -
h -index: 47
#Paper : 71
#Citation : 27596
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: 34
#Paper : 70
#Citation : 18521
Total citations of the selected papers : 8260
views : -
h -index: 34
#Paper : 70
#Citation : 18521
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: 47
#Paper : 108
#Citation : 23875
Total citations of the selected papers : 8121
views : -
h -index: 47
#Paper : 108
#Citation : 23875
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: 40
#Paper : 77
#Citation : 16941
Total citations of the selected papers : 8082
views : -
h -index: 40
#Paper : 77
#Citation : 16941
Certificate
Professor
CS Division, University of California, Berkeley
United States
Computer Vision Object Recognition Motion Estimation Feature Extraction Real Time Human Computer Interaction Image Classification Artificial Intelligence
views : -
h -index: 115
#Paper : 509
#Citation : 91059
Total citations of the selected papers : 8021
views : -
h -index: 115
#Paper : 509
#Citation : 91059
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: 43
#Paper : 126
#Citation : 12001
Total citations of the selected papers : 7340
views : -
h -index: 43
#Paper : 126
#Citation : 12001
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: 35
#Paper : 65
#Citation : 11597
Total citations of the selected papers : 7323
views : -
h -index: 35
#Paper : 65
#Citation : 11597
Certificate
Research Scientist
DeepMind
United States
Deep Learning Boltzmann Machine Recurrent Neural Networks Continual Learning Support Vector Machine Supervised Learning Neural Network Emotion Recognition
views : -
h -index: 35
#Paper : 84
#Citation : 12905
Total citations of the selected papers : 7163
views : -
h -index: 35
#Paper : 84
#Citation : 12905
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: 131
#Paper : 565
#Citation : 165081
Total citations of the selected papers : 7146
views : -
h -index: 131
#Paper : 565
#Citation : 165081
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: 79
#Paper : 301
#Citation : 34751
Total citations of the selected papers : 7121
views : -
h -index: 79
#Paper : 301
#Citation : 34751
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 : 187
#Citation : 57682
Total citations of the selected papers : 7103
views : -
h -index: 50
#Paper : 187
#Citation : 57682
Certificate
Research Scientist
University of Toronto/Google
Canada
views : -
h -index: 11
#Paper : 19
#Citation : 10686
Total citations of the selected papers : 7070
views : -
h -index: 11
#Paper : 19
#Citation : 10686
Certificate
Assistant Professor
Department of Electrical Engineering and Computer Sciences, UC Berkeley
United States
Reinforcement Learning Deep Reinforcement Learning Imitation Learning Reward Function Inverse Reinforcement Learning Real World Robotics Unsupervised Learning
views : -
h -index: 72
#Paper : 294
#Citation : 20399
Total citations of the selected papers : 6700
views : -
h -index: 72
#Paper : 294
#Citation : 20399
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 : 67
#Citation : 24103
Total citations of the selected papers : 6695
views : -
h -index: 29
#Paper : 67
#Citation : 24103
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: 19
#Paper : 53
#Citation : 8148
Total citations of the selected papers : 6694
views : -
h -index: 19
#Paper : 53
#Citation : 8148
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: 79
#Paper : 382
#Citation : 33138
Total citations of the selected papers : 6455
views : -
h -index: 79
#Paper : 382
#Citation : 33138
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: 79
#Paper : 268
#Citation : 98967
Total citations of the selected papers : 6439
views : -
h -index: 79
#Paper : 268
#Citation : 98967
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: 25
#Paper : 37
#Citation : 13364
Total citations of the selected papers : 6435
views : -
h -index: 25
#Paper : 37
#Citation : 13364
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: 97
#Paper : 267
#Citation : 53817
Total citations of the selected papers : 6326
views : -
h -index: 97
#Paper : 267
#Citation : 53817
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 : 77
#Citation : 16097
Total citations of the selected papers : 6013
views : -
h -index: 34
#Paper : 77
#Citation : 16097
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: 58
#Paper : 168
#Citation : 16451
Total citations of the selected papers : 5955
views : -
h -index: 58
#Paper : 168
#Citation : 16451
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: 28
#Paper : 89
#Citation : 12426
Total citations of the selected papers : 5949
views : -
h -index: 28
#Paper : 89
#Citation : 12426
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: 56
#Paper : 165
#Citation : 33283
Total citations of the selected papers : 5686
views : -
h -index: 56
#Paper : 165
#Citation : 33283
Certificate
Research Scientist
Google DeepMind
United States
Genetic Algorithm Deep Generative Models Fuzzy Artmap Incremental Learning L1 Approaches Neural Network Adaptive Hamiltonian Approximate Inference
views : -
h -index: 24
#Paper : 61
#Citation : 7504
Total citations of the selected papers : 5610
views : -
h -index: 24
#Paper : 61
#Citation : 7504
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: 21
#Paper : 78
#Citation : 8946
Total citations of the selected papers : 5589
views : -
h -index: 21
#Paper : 78
#Citation : 8946
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 : 343
#Citation : 34583
Total citations of the selected papers : 5587
views : -
h -index: 82
#Paper : 343
#Citation : 34583
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: 27
#Paper : 43
#Citation : 12152
Total citations of the selected papers : 5564
views : -
h -index: 27
#Paper : 43
#Citation : 12152
Certificate
Assistant Professor
Massachusetts Institute of Technology
United States
Pipelines Cpu Core Accelerometer Magnetometer Sar Adc Short-memory Circuit σ-δ Modulator Simulation Heuristic Algorithms
views : -
h -index: 26
#Paper : 81
#Citation : 12989
Total citations of the selected papers : 5499
views : -
h -index: 26
#Paper : 81
#Citation : 12989
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: 94
#Paper : 537
#Citation : 56959
Total citations of the selected papers : 5290
views : -
h -index: 94
#Paper : 537
#Citation : 56959
Certificate
Professor
Language Technologies Institute, Carnegie Mellon University
United States
Algorithms Gene Expression Graphical Model Topic Model Genetics Gene Regulatory Network Optimization Bioinformatics
views : -
h -index: 81
#Paper : 594
#Citation : 32853
Total citations of the selected papers : 5288
views : -
h -index: 81
#Paper : 594
#Citation : 32853
Certificate
Research Scientist
Google
United States
Machine Learning Deep Architecture Deep Learning Unsupervised Pre-training Deep Model Training Data Unsupervised Learning Image Recognition
views : -
h -index: 24
#Paper : 51
#Citation : 46201
Total citations of the selected papers : 5059
views : -
h -index: 24
#Paper : 51
#Citation : 46201
Certificate
Research Scientist
DeepMind
United States
Image Classification Object Detection Visual Recognition Accurate Object Detection Computer Vision Domain Adaptation Image Segmentation Object Recognition
views : -
h -index: 26
#Paper : 34
#Citation : 39161
Total citations of the selected papers : 5010
views : -
h -index: 26
#Paper : 34
#Citation : 39161
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: 40
#Paper : 113
#Citation : 26082
Total citations of the selected papers : 4871
views : -
h -index: 40
#Paper : 113
#Citation : 26082
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: 12
#Paper : 18
#Citation : 7145
Total citations of the selected papers : 4736
views : -
h -index: 12
#Paper : 18
#Citation : 7145
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: 82
#Paper : 241
#Citation : 59056
Total citations of the selected papers : 4638
views : -
h -index: 82
#Paper : 241
#Citation : 59056
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: 110
#Paper : 355
#Citation : 90633
Total citations of the selected papers : 4522
views : -
h -index: 110
#Paper : 355
#Citation : 90633
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: 27
#Paper : 60
#Citation : 6501
Total citations of the selected papers : 4387
views : -
h -index: 27
#Paper : 60
#Citation : 6501
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: 53
#Paper : 167
#Citation : 24424
Total citations of the selected papers : 4328
views : -
h -index: 53
#Paper : 167
#Citation : 24424
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: 121
#Paper : 464
#Citation : 126766
Total citations of the selected papers : 4319
views : -
h -index: 121
#Paper : 464
#Citation : 126766
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: 95
#Paper : 427
#Citation : 45866
Total citations of the selected papers : 4281
views : -
h -index: 95
#Paper : 427
#Citation : 45866
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: 29
#Paper : 47
#Citation : 9017
Total citations of the selected papers : 4269
views : -
h -index: 29
#Paper : 47
#Citation : 9017
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: 20
#Paper : 48
#Citation : 7683
Total citations of the selected papers : 4246
views : -
h -index: 20
#Paper : 48
#Citation : 7683
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 : 720
#Citation : 112577
Total citations of the selected papers : 4240
views : -
h -index: 130
#Paper : 720
#Citation : 112577
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: 12
#Paper : 22
#Citation : 6044
Total citations of the selected papers : 4179
views : -
h -index: 12
#Paper : 22
#Citation : 6044
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: 63
#Paper : 159
#Citation : 48906
Total citations of the selected papers : 4151
views : -
h -index: 63
#Paper : 159
#Citation : 48906
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: 81
#Paper : 289
#Citation : 33868
Total citations of the selected papers : 4139
views : -
h -index: 81
#Paper : 289
#Citation : 33868
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: 16
#Paper : 32
#Citation : 27841
Total citations of the selected papers : 4053
views : -
h -index: 16
#Paper : 32
#Citation : 27841
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: 54
#Paper : 182
#Citation : 14121
Total citations of the selected papers : 3997
views : -
h -index: 54
#Paper : 182
#Citation : 14121
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: 12
#Paper : 25
#Citation : 6738
Total citations of the selected papers : 3959
views : -
h -index: 12
#Paper : 25
#Citation : 6738
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 : 4673
Total citations of the selected papers : 3841
views : -
h -index: 17
#Paper : 46
#Citation : 4673
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: 30
#Paper : 86
#Citation : 9150
Total citations of the selected papers : 3696
views : -
h -index: 30
#Paper : 86
#Citation : 9150
Certificate
Research Scientist
Inria Grenoble, Thoth team
France
Image Restoration Dictionary Sparse Coding Signal Processing Sparsity Convex Optimization Algorithms Image Reconstruction
views : -
h -index: 40
#Paper : 108
#Citation : 17855
Total citations of the selected papers : 3680
views : -
h -index: 40
#Paper : 108
#Citation : 17855
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: 85
#Paper : 486
#Citation : 43865
Total citations of the selected papers : 3662
views : -
h -index: 85
#Paper : 486
#Citation : 43865
Certificate
Other
Google Brain
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: 15
#Paper : 34
#Citation : 5158
Total citations of the selected papers : 3615
views : -
h -index: 15
#Paper : 34
#Citation : 5158
Certificate
