TMLR Submissions

Sparse-to-Sparse Training of Diffusion Models
TMLR Paper4731 Authors
- 25 Apr 2025 (modified: 24 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
Efficient Reasoning Models: A Survey
TMLR Paper4730 Authors
- 25 Apr 2025 (modified: 13 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A
Benjamin Plaut, Khanh Xuan Nguyen, Tu Trinh
- Published: 05 Aug 2025, Last Modified: 05 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Local Distribution-Based Adaptive Oversampling for Imbalanced Regression
Shayan Alahyari, Mike Domaratzki
- Published: 23 Sept 2025, Last Modified: 23 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Keep your distance: learning dispersed embeddings on $\mathbb{S}_{m}$
Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae
- Published: 01 Aug 2025, Last Modified: 01 Aug 2025
- Accepted by TMLR
- Readers: Everyone
How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- Published: 18 Aug 2025, Last Modified: 18 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Clustering-Based Validation Splits for Model Selection under Domain Shift
Andrea Napoli, Paul White
- Published: 17 Aug 2025, Last Modified: 17 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Graph Transformer based Large Neighborhood Search via Expert Guided Reinforcement Learning
TMLR Paper4722 Authors
- 23 Apr 2025 (modified: 22 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
What Matters for Model Merging at Scale?
Prateek Yadav, Tu Vu, Jonathan Lai, Alexandra Chronopoulou, Manaal Faruqui, Mohit Bansal, Tsendsuren Munkhdalai
- Published: 05 Jul 2025, Last Modified: 05 Jul 2025
- Accepted by TMLR
- Readers: Everyone
MUC: Machine Unlearning for Contrastive Learning with Black-box Evaluation
Yihan Wang, Yiwei Lu, Guojun Zhang, Franziska Boenisch, Adam Dziedzic, Yaoliang Yu, Xiao-Shan Gao
- Published: 30 Jul 2025, Last Modified: 30 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Optimal transport based dimensionality reduction
TMLR Paper4719 Authors
- 22 Apr 2025 (modified: 02 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone
SortBench: Benchmarking LLMs based on their ability to sort lists
TMLR Paper4718 Authors
- 22 Apr 2025 (modified: 01 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Identifying Macro Causal Effects in a C-DMG over ADMGs
Simon Ferreira, Charles K. Assaad
- Published: 17 Jul 2025, Last Modified: 04 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Continual learning via probabilistic exchangeable sequence modelling
TMLR Paper4714 Authors
- 21 Apr 2025 (modified: 27 Aug 2025)
- Under review for TMLR
- Readers: Everyone
LAPP: Large Language Model Feedback for Preference-Driven Reinforcement Learning
Pingcheng Jian, Xiao Wei, Yanbaihui Liu, Samuel A. Moore, Michael M. Zavlanos, Boyuan Chen
- Published: 07 Sept 2025, Last Modified: 07 Sept 2025
- Accepted by TMLR
- Readers: Everyone
FLD+: Data-efficient Evaluation Metric for Generative Models
TMLR Paper4712 Authors
- 21 Apr 2025 (modified: 07 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone
DNR-Pruning: Sparsity-Aware Pruning via Dying Neuron Reactivation in Convolutional Neural Networks
Boyuan Wang, Richard Jiang
- Published: 11 Sept 2025, Last Modified: 11 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Complementarity: Toward Better Metrics and Optimizing Data Efficiency in LLMs
Roy Siegelmann
- Published: 03 Sept 2025, Last Modified: 03 Sept 2025
- Accepted by TMLR
- Readers: Everyone
DRAGON: Distributional Rewards Optimize Diffusion Generative Models
TMLR Paper4707 Authors
- 21 Apr 2025 (modified: 26 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation
Atharva Abhijit Tambat, Durga S, Ganesh Ramakrishnan, Pradeep Shenoy
- Published: 12 Aug 2025, Last Modified: 12 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Mitigating Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning
TMLR Paper4704 Authors
- 19 Apr 2025 (modified: 15 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
Liyi Zhang, Michael Y. Li, R. Thomas McCoy, Theodore Sumers, Jian-Qiao Zhu, Thomas L. Griffiths
- Published: 15 Jul 2025, Last Modified: 18 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Beyond ordinary Lipschitz constraints: Differentially Private optimization with TNC
Difei Xu, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang
- Published: 05 Sept 2025, Last Modified: 05 Sept 2025
- Accepted by TMLR
- Readers: Everyone
EGAIN: Enhanced Generative Adversarial Networks for Imputing Missing Values
TMLR Paper4700 Authors
- 18 Apr 2025 (modified: 24 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Hitchhikers' Guide to Masked Latent Semantic Modeling
TMLR Paper4699 Authors
- 18 Apr 2025 (modified: 07 Aug 2025)
- Rejected by TMLR
- Readers: Everyone