Pratik Worah

The focus of my research is on machine learning and mathematics (specifically randomized algorithms and probability theory). I have applied tools from these areas to problems in economics, optimization, and biology.
Authored Publications
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The Landscape of Nonconvex-Nonconcave Minimax Optimization
Ben Grimmer
Haihao (Sean) Lu
Mathematical Programming (Springer Nature), na (2023), na
Learning Rate Schedules in the Presence of Distribution Shift
Adel Javanmard
Proceedings of the 40th International Conference on Machine Learning (2023), pp. 9523-9546
Nonlinear random matrix theory for deep learning
Jeffrey Pennington
Journal of Statistical Mechanics: Theory and Experiment (2019)