Donti, Priya L.
- Tackling Climate Change with Machine Learning
2019/06/10 by David Rolnick, Rolnick, David, Priya L. Donti +48 · 16 voices · 30 citations
Engineering · Environmental Science · #cs.CY #cs.AI #cs.LG #stat.ML
- SATNet: Bridging deep learning and logical reasoning using a\n differentiable satisfiability solver
2019/05/28 by Po-Wei Wang, Wang, Po-Wei, Priya L. Donti +6 · 1 voice · 14 citations
Engineering · Decision Sciences · #graph theory and CDMA systems #Optimal Experimental Design Methods
- Application-Driven Innovation in Machine Learning
2024/03/26 by Rolnick, David, Aspuru-Guzik, Alan, Beery, Sara +8 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarially Robust Learning for Security-Constrained Optimal Power Flow
2021/11/12 by Priya L. Donti, Aayushya Agarwal, Donti, Priya L. +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Nuclear reactor physics and engineering #Optimization and Control (math.OC) #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
- Matrix Completion for Low-Observability Voltage Estimation
2018/01/29 by Donti, Priya L., Liu, Yajing, Schmitt, Andreas J. +3 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
2025/05/31 by Hoang T. Nguyen, Nguyen, Hoang T., Priya L. Donti +1 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
- Improving Policy Optimization via ε-Retrain
2024/06/12 by Luca Marzari, Priya L. Donti, Marzari, Luca +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning and Algorithms