Reinforcement Learning with Verifiable Rewards: GRPO’s Loss, Dynamics, and Success Amplification
- 2026
- ICML 2026
Conference paper
Publications
1671 results for Machine Learning
FlashSinkhorn: IO-Aware Entropic Optimal Transport on GPU
- Felix Ye
- Xingjie Li
- et al.
- 2026
- ICML 2026
Conference paperDocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents
- Zhuoran Yu
- Le Thien Phuc Nguyen
- et al.
- 2026
- ICML 2026
Conference paperDropKV: Decoupling Residual-Output Perturbation for Near-Optimal KV-Cache Eviction
- Aozhong Zhang
- Selcuk Gurses
- et al.
- 2026
- ICML 2026
Workshop paperAgainst the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2026
- ICML 2026
Workshop paperStatic Benchmarks Are Broken: The Case for Dynamic Evaluation of LLMs
- Farhan Ahmed
- Chad Deluca
- 2026
- ICML 2026
Workshop paperLearning to Mediate Equilibrium Selection in LLM Games
- Miao Liu
- Matthew Riemer
- et al.
- 2026
- ICML 2026
Workshop paperHGR-TabE: Universal Tabular Embeddings via Maximal Correlation Alignment
- Niharika DSouza
- Liane Vogel
- et al.
- 2026
- ICML 2026
Workshop paperCausal Volterra Dynamics of Mamba
- Ming-ching Chang
- Ting Yu Tsai
- et al.
- 2026
- ICML 2026
Workshop paperModel Merging via Averaged Representational Similarity
- Christopher Wang
- Vighnesh Subramaniam
- et al.
- 2026
- ICML 2026
Workshop