Nitsure, Apoorva

1. VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation
   2024/06/06 by Vijayaraghavan, Prashanth, Shi, Luyao, Ambrogio, Stefano +4 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
2. Distributional Preference Alignment of LLMs via Optimal Transport
   2024/06/09 by Igor Melnyk, Melnyk, Igor, Youssef Mroueh +15 · 3 citations
   Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Packing Problems #Vehicle Routing Optimization Methods
3. Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
   2025/05/28 by Youssef Mroueh, Mroueh, Youssef, Nicolas Dupuis +15 · 8 citations
   Psychology · #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
   2024/06/10 by Gabriel Rioux, Rioux, Gabriel, Apoorva Nitsure +7 · 2 citations
   Economics, Econometrics and Finance · #Economic theories and models #European Monetary and Fiscal Policies #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
5. Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
   2023/04/21 by Brian Belgodere, Belgodere, Brian, Pierre Dognin +24 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
6. Risk Aware Benchmarking of Large Language Models
   2023/10/11 by Apoorva Nitsure, Youssef Mroueh, Nitsure, Apoorva +15 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk Management (q-fin.RM) #Risk and Portfolio Optimization #Statistical Methods and Inference #Statistics Theory (math.ST)
7. Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization
   2025/07/16 by Vijayaraghavan, Prashanth, Nitsure, Apoorva, Mackin, Charles +9 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)