期刊&会议

TMLR

Transactions on Machine Learning Research · 期刊 · Machine Learning

2025-08-15 至 2025-08-15 共收录 4 篇

2411.09776 2025-08-15 cs.CR cs.LG

Combining Machine Learning Defenses without Conflicts

Vasisht Duddu, Rui Zhang, N. Asokan

机构 * University of Waterloo（滑铁卢大学）； Zhejiang University（浙江大学）

Comments Transactions on Machine Learning Research (2025). https://openreview.net/forum?id=C7FgsjfFRC

2501.18475 2025-08-15 cs.LG cs.AI

CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization

Yanxia Deng, Aozhong Zhang, Selcuk Gurses, Naigang Wang, Zi Yang, Penghang Yin

机构 * Department of Mathematics and Statistics（数学与统计学系）； University at Albany, SUNY（阿尔巴尼大学）； IBM T. J. Watson Research Center（IBM 塔沃森研究中心）

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

2402.02190 2025-08-15 stat.ML cs.LG stat.CO stat.ME

Continuous Parallel Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems

Yuma Ichikawa, Hiroaki Iwashita

机构 * Fujitsu Limited（富士通株式会社）

Comments 20 pages, 12 figures

Journal ref Transactions on Machine Learning Research, 2835-8856 (2025)

2401.00873 2025-08-15 cs.LG cs.CV

Unifying Self-Supervised Clustering and Energy-Based Models

Emanuele Sansone, Robin Manhaeve

机构 * KU Leuven（卢森堡大学）

Comments Changes from previous version: change introductions and added acknowledgments. Integral version of workshop paper arXiv:2309.15420. Improved GEDI version (from two stages to single stage training) arxiv:2212.13425 - ACCEPTED TO TMLR 2025