Distributional Preference Alignment of LLMs via Optimal TransportIgor MelnykYoussef Mrouehet al.2024NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models BenchmarkingGabriel RiouxApoorva Nitsureet al.2024NeurIPS 2024
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and SummarizationPrashanth VijayaraghavanApoorva Nitsureet al.2024MLCAD 2024
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code GenerationPrashanth VijayaraghavanLuyao Shiet al.2024LAD 2024
Risk Assessment and Statistical Significance in the Age of Foundation ModelsApoorva NitsureYoussef Mrouehet al.2023NeurIPS 2023