Sridhar Mahadevan
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Sridhar Mahadevan
Research Professor
Director, Adobe Research
Co-Director, Autonomous Learning Laboratory
Research Interests
Artificial Intelligence
Applied Category Theory
Machine Learning
CONTACT INFO:
firstname.i.lastname AT gmail
Administrative Assistant: Sarah Byrne
Sridhar Mahadevan, Universal Causality, Entropy, vol. 25, Number 4, March 2023. (also published as part of a special issue on Causal Inference for Heterogeneous Data and Information Theory in book format freely downloadable at https://www.mdpi.com/books/book/7572)
Sridhar Mahadevan, Universal Representations for AI, Invited Talk, Department of Computer Science, Oregon State University, September 23rd, 2022
Sridhar Mahadevan, Unifying Causal Inference and Reinforcement Learning using Higher-order Category Theory, Arxiv, September 2022
Sridhar Mahadevan, Categoroids: Universal Conditional Independence, Arxiv, July 2022
Sridhar Mahadevan, Universal Decision Models , Invited Talk, Indian Institute of Science, October 23rd, 2021
Sridhar Mahadevan, Universal Decision Models, Arxiv, 2021
Sridhar Mahadevan, Causal Homotopy, Arxiv, 2021.