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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Learning Rate Schedules in the Presence of Distribution Shift
Adel Javanmard
Proceedings of the 40th International Conference on Machine Learning (2023), pp. 9523-9546
The Landscape of Nonconvex-Nonconcave Minimax Optimization
Ben Grimmer
Haihao (Sean) Lu
Mathematical Programming (Springer Nature), na (2023), na
Nonlinear random matrix theory for deep learning
Jeffrey Pennington
Journal of Statistical Mechanics: Theory and Experiment (2019)