candidate solutions

4 papers

• AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
• Execution Guided Line-by-Line Code Generation
• MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions
• Provable Scaling Laws for the Test-Time Compute of Large Language Models