Priya L Donti

Priya L Donti

Carnegie Mellon University - Pittsburgh / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 903524
person_outline Priya L Donti's MOST POPULAR ARTICLES
1-) Tackling Climate Change with Machine LearningD Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022519*2022
2-) Task-based end-to-end model learning in stochastic optimizationP Donti, B Amos, JZ KolterAdvances in Neural Information Processing Systems, 5484-5494, 20172192017
3-) Aligning artificial intelligence with climate change mitigationLH Kaack, PL Donti, E Strubell, G Kamiya, F Creutzig, D RolnickNature Climate Change 12 (6), 518-527, 20223102022
4-) SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solverPW Wang, PL Donti, B Wilder, Z KolterInternational Conference on Machine Learning, 6545-6554, 20193052019
5-) DC3: A learning method for optimization with hard constraintsPL Donti, D Rolnick, JZ KolterInternational Conference on Learning Representations, 20212042021