Priya L. Donti

Orcid: 0000-0002-8503-7464

According to our database1, Priya L. Donti authored at least 17 papers between 2014 and 2024.

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Bibliography

2024
Defining 'Good': Evaluation Framework for Synthetic Smart Meter Data.
CoRR, 2024

Improving Policy Optimization via ε-Retrain.
CoRR, 2024

Application-Driven Innovation in Machine Learning.
CoRR, 2024

Position: Application-Driven Innovation in Machine Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Tackling Climate Change with Machine Learning.
ACM Comput. Surv., 2023

2022
Proceedings of AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges.
CoRR, 2022

2021
Adversarially robust learning for security-constrained optimal power flow.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

DC3: A learning method for optimization with hard constraints.
Proceedings of the 9th International Conference on Learning Representations, 2021

Enforcing robust control guarantees within neural network policies.
Proceedings of the 9th International Conference on Learning Representations, 2021

Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020
Matrix Completion for Low-Observability Voltage Estimation.
IEEE Trans. Smart Grid, 2020

How machine learning can help tackle climate change.
XRDS, 2020

2019
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.
Proceedings of the 36th International Conference on Machine Learning, 2019

2017
Task-based End-to-end Model Learning.
CoRR, 2017

Task-based End-to-end Model Learning in Stochastic Optimization.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2015
Predicting the Quality of User Experiences to Improve Productivity and Wellness.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Exploring Active and Passive Team-Based Coordination.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014


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