Carnegie Mellon at NeurIPS 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 156 papers on the Thirty-Ninth Annual Convention on Neural Data Processing Programs (NeurIPS 2025), held from ...
Tag: MLCMU
The way to Discover to Scale RL Coaching of LLMs on Laborious Issues? – Machine Studying Weblog | ML@CMU
Determine 1. Three regimes of exploration: Present RL mannequin can discover through: (1) sharpening: merely will increase probability on traces ...
Carnegie Mellon College at EMNLP 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 50 papers on the Thirtieth Convention on Empirical Strategies in Pure Language Processing (EMNLP 2025), held ...
Studying from Failure to Deal with Extraordinarily Exhausting Issues – Machine Studying Weblog | ML@CMU
This weblog put up relies on the work BaNEL: Exploration Posteriors for Generative Modeling Utilizing Solely Unfavorable Rewards. Tackling Very ...
Diffusion Beats Autoregressive in Knowledge-Constrained Settings – Machine Studying Weblog | ML@CMU
TLDR: In case you are compute-constrained, use autoregressive fashions; in case you are data-constrained, use diffusion fashions. Motivation Progress in ...
Verlog: A Multi-turn RL framework for LLM brokers – Machine Studying Weblog | ML@CMU
Verlog is a multi-turn reinforcement studying framework constructed for long-horizon LLM-agentic duties with extremely variable episode lengths. Extending VeRL and ...
Carnegie Mellon College at ICML 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 127 papers on the Forty-Second Worldwide Convention on Machine Studying (ICML 2025), held from July Thirteenth-Nineteenth ...
RLHF 101: A Technical Tutorial on Reinforcement Studying from Human Suggestions – Machine Studying Weblog | ML@CMU
Reinforcement Studying from Human Suggestions (RLHF) is a well-liked approach used to align AI techniques with human preferences by coaching ...
Unlearning or Obfuscating? Jogging the Reminiscence of Unlearned LLMs by way of Benign Relearning – Machine Studying Weblog | ML@CMU
Machine unlearning is a promising method to mitigate undesirable memorization of coaching knowledge in ML fashions. On this publish, we'll ...
Carnegie Mellon College at ICLR 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 143 papers on the Thirteenth Worldwide Convention on Studying Representations (ICLR 2025), held from April 24 ...
