期刊&会议

TMLR

Transactions on Machine Learning Research · 期刊 · Machine Learning

2025-08-08 至 2025-08-08 共收录 4 篇

2508.05310 2025-08-08 cs.LG cs.AI cs.HC cs.RO

ASkDAgger: Active Skill-level Data Aggregation for Interactive Imitation Learning

Jelle Luijkx, Zlatan Ajanović, Laura Ferranti, Jens Kober

机构 * Department of Cognitive Robotics（认知机器人学系）； Delft University of Technology（代尔夫特理工大学）； Department of Computer Science（计算机科学系）； RWTH Aachen University（亚琛工业大学）

Comments Accepted for publication in Transactions on Machine Learning Research (TMLR, 2025)

2508.04950 2025-08-08 cs.LG math.OC

Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization

Wei Liu, Anweshit Panda, Ujwal Pandey, Christopher Brissette, Yikang Shen, George M. Slota, Naigang Wang, Jie Chen, Yangyang Xu

机构 * Department of Mathematical Sciences（数学科学系）； Rensselaer Polytechnic Institute（伦斯勒理工学院）； Department of Computer Science（计算机科学系）； MIT-IBM Watson AI Lab, IBM Research（MIT-IBM Watson AI实验室，IBM研究）； IBM T. J. Watson Research Center（IBM T.J. 华生研究中心）

Comments accepted by TMLR

2508.01483 2025-08-08 cs.LG cs.AI

Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler

Aleksandr Dremov, Alexander Hägele, Atli Kosson, Martin Jaggi

Comments Published in TMLR. Review: https://openreview.net/forum?id=ZnSYEcZod3

Journal ref Transactions on Machine Learning Research (TMLR), 2025

2402.13213 2025-08-08 cs.CL cs.AI cs.LG

Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A

Benjamin Plaut, Nguyen X. Khanh, Tu Trinh

机构 * Center for Human-Compatible AI（兼容人类的人工智能中心）； UC Berkeley（伯克利大学）

Comments Published in Transactions on Machine Learning Research (TMLR)