Donti, Priya L.

5 publications

NeurIPS 2025 FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees Hoang T. Nguyen, Priya L. Donti

NeurIPS 2025 PF∆: A Benchmark Dataset for Power Flow Under Load, Generation, and Topology Variations Ana K. Rivera, Anvita Bhagavathula, Alvaro Carbonero, Priya L. Donti

ICML 2024 Position: Application-Driven Innovation in Machine Learning David Rolnick, Alan Aspuru-Guzik, Sara Beery, Bistra Dilkina, Priya L. Donti, Marzyeh Ghassemi, Hannah Kerner, Claire Monteleoni, Esther Rolf, Milind Tambe, Adam White

ICLR 2021 DC3: A Learning Method for Optimization with Hard Constraints Priya L. Donti, David Rolnick, J Zico Kolter

ICLR 2021 Enforcing Robust Control Guarantees Within Neural Network Policies Priya L. Donti, Melrose Roderick, Mahyar Fazlyab, J Zico Kolter