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Ashwin Srinivasan
Senior Professor
School of Computer Science and Engineering
University of New South Wales;Anuradha and Prashanth Palakurthi Centre for AI Research, Birla Institute of Technology and Science, Pilani;Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani
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基本信息
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个人简介
Current Research Interest
Φ Symbolic Machine Learning especially Inductive Logic Programming
Φ Applications of Symbolic Machine Learning and ILP to real-world problems
In particular, to problems in computational biology including the identification of miRNAs, qualitative models of biological systems, and toxicology models for drug-design
The analysis of text, specifically to do with the construction of relational attributes from semi-structured text
Φ Implementation of ILP
In particular, the ILP systems Aleph and P-Progol
Incorporation of probabilistic optimisation techniques for scalabilit
Techniques for combination with other learning methods (for example, deep neural networks)
Φ Conceptual development of ILP
Application of optimal search theory
The use of designed experiments for hyper-parameter optimisation
研究兴趣
论文共 180 篇作者统计合作学者相似作者
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2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIPpp.2400-2404, (2023)
2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC (2023): 1-4
CoRR (2023)
2023 IEEE International Conference on Image Processing (ICIP) (2023): 2400-2404
arXiv (Cornell University) (2023)
Workshop on the Interactions between Analogical Reasoning and Machine Learningpp.30-32, (2023)
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 1 (2023): 21-29
CoRR (2022)
ILPpp.25-39, (2022)
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