Patel, Bhrij
- AIME: AI System Optimization via Multiple LLM Evaluators
2024/10/04 by Patel, Bhrij, Chakraborty, Souradip, Suttle, Wesley A. +3 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction
2020/05/08 by Wang, Caroline, Han, Bin, Cynthia Rudin +2 · 2 citations
Social Sciences · #Crime Patterns and Interventions #Artificial Intelligence in Law #Ethics and Social Impacts of AI
- Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
2023/01/28 by Suttle, Wesley A., Bedi, Amrit Singh, Patel, Bhrij +3 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Multi-LLM QA with Embodied Exploration
2024/06/16 by Patel, Bhrij, Dorbala, Vishnu Sashank, Bedi, Amrit Singh +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
2024/03/18 by Bhrij Patel, Patel, Bhrij, Wesley A. Suttle +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Formal Methods in Verification #Gene Regulatory Network Analysis #Machine Learning (cs.LG)