Organized multiple international conferences and workshops such as KGML 2021 Workshop on Knowledge Guided Machine Learning, AISTATS 2021 Conference, CI 2016 International Workshop on Climate Informatics, etc.; published numerous papers (specific list not provided).
Research Experience
Founder Professor at the Department of Computer Science, University of Illinois Urbana-Champaign; research involves machine learning and its applications to complex real-world problems.
Background
Research interests include Machine Learning, Artificial Intelligence, and Data Mining. Current work focuses on computational and statistical aspects of over-parameterized models, including deep learning and generative models. Also interested in sequential decision-making problems. Applications span Climate Sciences, Ecology and Environmental Sciences, Recommendation Systems, and Finance.
Miscellany
Looking for strong MS and PhD students in core Machine Learning (ML) and application of ML to scientific problems to join the team.