Datar, Chinmay

5 publications

ICLR 2026 Fast Training of Accurate Physics-Informed Neural Networks Without Gradient Descent Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo Fornasier, Felix Dietrich

ICLR 2026 Rapid Training of Hamiltonian Graph Networks Using Random Features Atamert Rahma, Chinmay Datar, Ana Cukarska, Felix Dietrich

ICLRW 2024 Continuous-Time Neural Networks for Modeling Linear Dynamical Systems Chinmay Datar, Adwait Datar, Felix Dietrich, Wil Schilders

NeurIPSW 2024 Role of Parametrization in Learning Dynamics of Recurrent Neural Networks Adwait Datar, Chinmay Datar, Zahra Monfared, Felix Dietrich

NeurIPS 2023 Sampling Weights of Deep Neural Networks Erik L Bolager, Iryna Burak, Chinmay Datar, Qing Sun, Felix Dietrich