Naman Jain

Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent

2021 · arXiv (Cornell University)

Decision trees provide a rich family of highly non-linear but efficient models, due to which they continue to be the go-to family of predictive models by practitioners across domains. But learning trees is challenging due …

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

2024 · arXiv (Cornell University)

Large Language Models (LLMs) applied to code-related applications have emerged as a prominent field, attracting significant interest from both academia and industry. However, as new and improved LLMs are developed, existing evaluation benchmarks (e.g., HumanEval, …