Priya L. Donti

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Hard Constraints

Machine Learning

Greenhouse Gases

Top Venues

AAAI Fall Symposia

Publications

Sheng Chai, Gus Chadney, Charlot Avery, Phil Grunewald, Pascal Van Hentenryck, Priya L. Donti
Defining 'Good': Evaluation Framework for Synthetic Smart Meter Data. CoRR (2024)
David Rolnick, Alán Aspuru-Guzik, Sara Beery, Bistra Dilkina, Priya L. Donti, Marzyeh Ghassemi, Hannah Kerner, Claire Monteleoni, Esther Rolf, Milind Tambe, Adam White
Application-Driven Innovation in Machine Learning. CoRR (2024)
Luca Marzari, Changliu Liu, Priya L. Donti, Enrico Marchesini
Improving Policy Optimization via ε-Retrain. CoRR (2024)
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. ACM Comput. Surv. 55 (2) (2023)
Feras A. Batarseh, Priya L. Donti, Ján Drgona, Kristen Fletcher, Pierre-Adrien Hanania, Melissa Hatton, Srinivasan Keshav, Bran Knowles, Raphaela Kotsch, Sean McGinnis, Peetak Mitra, Alex Philp, Jim Spohrer, Frank Stein, Meghna Tare, Svitlana Volkov, Gege Wen
Proceedings of AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges. CoRR (2022)
Priya L. Donti, Aayushya Agarwal, Neeraj Vijay Bedmutha, Larry T. Pileggi, J. Zico Kolter
Adversarially robust learning for security-constrained optimal power flow. NeurIPS (2021)
Priya L. Donti, Melrose Roderick, Mahyar Fazlyab, J. Zico Kolter
Enforcing robust control guarantees within neural network policies. ICLR (2021)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. e-Energy (2021)
Priya L. Donti, Aayushya Agarwal, Neeraj Vijay Bedmutha, Larry T. Pileggi, J. Zico Kolter
Adversarially Robust Learning for Security-Constrained Optimal Power Flow. CoRR (2021)
Priya L. Donti, David Rolnick, J. Zico Kolter
DC3: A learning method for optimization with hard constraints. ICLR (2021)
Priya L. Donti, David Rolnick, J. Zico Kolter
DC3: A learning method for optimization with hard constraints. CoRR (2021)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Berges
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. CoRR (2021)
Priya L. Donti
How machine learning can help tackle climate change. XRDS 27 (2) (2020)
Priya L. Donti, Melrose Roderick, Mahyar Fazlyab, J. Zico Kolter
Enforcing robust control guarantees within neural network policies. CoRR (2020)
Priya L. Donti, Yajing Liu, Andreas Schmitt, Andrey Bernstein, Rui Yang, Yingchen Zhang
Matrix Completion for Low-Observability Voltage Estimation. IEEE Trans. Smart Grid 11 (3) (2020)
Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. ICML (2019)
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Körding, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. CoRR (2019)
Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. CoRR (2019)
Priya L. Donti, J. Zico Kolter, Brandon Amos
Task-based End-to-end Model Learning in Stochastic Optimization. NIPS (2017)
Priya L. Donti, Brandon Amos, J. Zico Kolter
Task-based End-to-end Model Learning. CoRR (2017)
Priya L. Donti, James C. Boerkoel Jr.
Exploring Active and Passive Team-Based Coordination. AAAI Fall Symposia (2014)