TMLR Submissions

The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time
John Martinsson, Olof Mogren, Tuomas Virtanen, Maria Sandsten
- Published: 23 Sept 2025, Last Modified: 23 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Local Differential Privacy-Preserving Spectral Clustering for General Graphs
Sayan Mukherjee, Vorapong Suppakitpaisarn
- Published: 29 May 2025, Last Modified: 29 May 2025
- Accepted by TMLR
- Readers: Everyone
Gaussian Processes with Bayesian Inference of Covariate Couplings
Mattia Rosso, Juho Ylä-Jääski, Zheyang Shen, Markus Heinonen, Maurizio Filippone
- Published: 08 Jul 2025, Last Modified: 08 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Task-Specific Exploration in Meta-Reinforcement Learning via Task Reconstruction
TMLR Paper4198 Authors
- 13 Feb 2025 (modified: 27 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Variational Inference with Unnormalized Priors
TMLR Paper4197 Authors
- 13 Feb 2025 (modified: 16 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Stochastic Frank Wolfe for Constrained Nonconvex Optimization
TMLR Paper4196 Authors
- 13 Feb 2025 (modified: 14 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
SuFP: Piecewise Bit Allocation Floating-Point for Robust Neural Network Quantization
Geonwoo Ko, Sungyeob Yoo, Seri Ham, Seeyeon Kim, Minkyu Kim, Joo-Young Kim
- Published: 02 Aug 2025, Last Modified: 02 Aug 2025
- Accepted by TMLR
- Readers: Everyone
What Matters for Model Merging at Scale?
TMLR Paper4194 Authors
- 12 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Towards improving saliency map interpretability using feature map smoothing
TMLR Paper4193 Authors
- 12 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Epanechnikov Variational Autoencoder
TMLR Paper4192 Authors
- 12 Feb 2025 (modified: 11 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Riemann-Lebesgue Forest for Regression
Tian Qin, Wei-Min Huang
- Published: 27 Jun 2025, Last Modified: 27 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Cluster and Predict Latents Patches for Improved Masked Image Modeling
Timothée Darcet, Federico Baldassarre, Maxime Oquab, Julien Mairal, Piotr Bojanowski
- Published: 06 Jul 2025, Last Modified: 06 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Exploring Weak-to-Strong Generalization for CLIP-based Classification
Jinhao Li, Sarah Monazam Erfani, Lei Feng, James Bailey, Feng Liu
- Published: 23 May 2025, Last Modified: 23 May 2025
- Accepted by TMLR
- Readers: Everyone
Diffusion Model Predictive Control
Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lazaro-Gredilla, Kevin Patrick Murphy
- Published: 31 May 2025, Last Modified: 31 May 2025
- Accepted by TMLR
- Readers: Everyone
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale
Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Model-free reinforcement learning with noisy actions for automated experimental control in optics
Lea Richtmann, Viktoria-S. Schmiesing, Dennis Wilken, Jan Heine, Aaron D Tranter, Avishek Anand, Tobias J. Osborne, Michèle Heurs
- Published: 08 Jul 2025, Last Modified: 08 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Bi-Mamba: Towards Accurate 1-Bit State Space Model
TMLR Paper4185 Authors
- 11 Feb 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Double Horizon Model-Based Policy Optimization
Akihiro Kubo, Paavo Parmas, Shin Ishii
- Published: 26 Apr 2025, Last Modified: 27 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Symmetric Rank-One Quasi-Newton Methods for Deep Learning Using Cubic Regularization
TMLR Paper4182 Authors
- 11 Feb 2025 (modified: 12 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
A Survey on Large Language Model Acceleration based on KV Cache Management
Haoyang LI, Yiming Li, Anxin Tian, Tianhao Tang, Zhanchao Xu, Xuejia Chen, Nicole HU, Wei Dong, Li Qing, Lei Chen
- Published: 19 May 2025, Last Modified: 19 May 2025
- Accepted by TMLR
- Readers: Everyone
Disconnects between Dataset Representativeness and Group Algorithmic Fairness
TMLR Paper4180 Authors
- 11 Feb 2025 (modified: 08 May 2025)
- Withdrawn by Authors
- Readers: Everyone
Offset Unlearning for Large Language Models
James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Pitfalls in Evaluating Inference-time Methods for Improving LLM Reliability
Michael M. Jerge, David Evans
- Published: 13 Jun 2025, Last Modified: 13 Jun 2025
- Accepted by TMLR
- Readers: Everyone
MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models
Chunsan Hong, Tae-Hyun Oh, Minhyuk Sung
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
On the Utility of Existing Fine-Tuned Models on Data-Scarce Domains
Md Ibrahim Ibne Alam, Parikshit Ram, Soham Dan, Horst Samulowitz, Koushik Kar
- Published: 25 May 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone