Priya L. Donti
Priya L. Donti
Verified email at cmu.edu - Homepage
Title
Cited by
Cited by
Year
Tackling Climate Change with Machine Learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 2019
1602019
Task-based end-to-end model learning in stochastic optimization
P Donti, B Amos, JZ Kolter
Advances in Neural Information Processing Systems, 5484-5494, 2017
1082017
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
PW Wang, PL Donti, B Wilder, Z Kolter
International Conference on Machine Learning, 6545-6554, 2019
522019
Matrix Completion for Low-Observability Voltage Estimation
PL Donti, Y Liu, AJ Schmitt, A Bernstein, R Yang, Y Zhang
IEEE Transactions on Smart Grid 11 (3), 2520 - 2530, 2019
19*2019
How Much Are We Saving after All? Characterizing the Effects of Commonly Varying Assumptions on Emissions and Damage Estimates in PJM
PL Donti, JZ Kolter, IL Azevedo
Environmental Science & Technology 53 (16), 9905-9914, 2019
42019
Enforcing robust control guarantees within neural network policies
PL Donti, M Roderick, M Fazlyab, JZ Kolter
arXiv preprint arXiv:2011.08105, 2020
32020
Predicting the Quality of User Experiences to Improve Productivity and Wellness.
PL Donti, J Rosenbloom, A Gruver, JC Boerkoel Jr
AAAI, 4154-4155, 2015
22015
A Call for Universities to Develop Requirements for Community Engagement in AI Research
E Black, J Williams, MA Madaio, PL Donti
Fair & Responsible AI Workshop @ CHI2020, 2020
12020
How machine learning can help tackle climate change
P Donti
XRDS: Crossroads, The ACM Magazine for Students 27 (2), 58-61, 2020
2020
Artificial Intelligence and Climate Change: Opportunities, considerations, and policy levers to align AI with climate change goals
LH Kaack, PL Donti, E Strubell, D Rolnick
Heinrich Böll Foundation E-Paper, 2020
2020
Neural network with a layer solving a semidefinite program
C Domokos, JZ Kolter, PW Wang, PL Donti
US Patent App. 16/872,702, 2020
2020
Forecasting Marginal Emissions Factors in PJM
A Wang, PL Donti
Tackling Climate Change with Machine Learning Workshop at NeurIPS 2020, 2020
2020
Inverse Optimal Power Flow: Assessing the Vulnerability of Power Grid Data
PL Donti, IL Azevedo, JZ Kolter
AI for Social Good Workshop at NeurIPS 2018, 2018
2018
Exploring Active and Passive Team-Based Coordination
PL Donti, JC Boerkoel Jr
2014 AAAI Fall Symposium Series, 2014
2014
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Articles 1–14