Anchored Extra-Proximal Methods: Optimal Higher-Order Methods for Monotone Inclusion Problems
1
Minimal-Norm Univariate Two-Layer ReLU Classification: Exact Solutions and Global Optimality with Skip Connections
Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem
Large Language Models as Falsifiers for Cyber-Physical Systems
Near-Optimal Pure Single-Loop Extragradient Method for Strongly Convex--Strongly Concave Minimax Optimization
Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult
FlashVector: Agent for Hierarchical Model Serving Stack Optimization
1
Compiler Can Undo Your Security Checks
3 min
Drift-Constrained Optimization: Only Direction Matters in Fine-Tuning Instruct Models
