TMLR Submissions

Revisiting Data Augmentation for Ultrasound Images
Adam Tupper, Christian Gagné
- Published: 17 Jul 2025, Last Modified: 17 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Abstraction for Bayesian Reinforcement Learning in Factored POMDPs
Rolf A. N. Starre, Sammie Katt, Mustafa Mert Çelikok, Marco Loog, Frans A Oliehoek
- Published: 21 Jul 2025, Last Modified: 21 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Budgeted-Bandits with Controlled Restarts with Applications in Learning and Computing
Semih Cayci, Yilin Zheng, Atilla Eryilmaz
- Published: 26 Jul 2025, Last Modified: 26 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution
Naoki Yoshida, Shogo Nakakita, Masaaki Imaizumi
- Published: 03 Sept 2025, Last Modified: 03 Sept 2025
- Accepted by TMLR
- Readers: Everyone
A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks
Xinzhe Li
- Published: 06 May 2025, Last Modified: 06 May 2025
- Accepted by TMLR
- Readers: Everyone
SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning
Hongfei Wu, Lijun Wu, Guoqing Liu, Zhirong Liu, Bin Shao, Zun Wang
- Published: 16 Apr 2025, Last Modified: 16 Apr 2025
- Accepted by TMLR
- Readers: Everyone
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature
TMLR Paper3999 Authors
- 17 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
UniZero: Generalized and Efficient Planning with Scalable Latent World Models
Yuan Pu, Yazhe Niu, Zhenjie Yang, Jiyuan Ren, Hongsheng Li, Yu Liu
- Published: 11 May 2025, Last Modified: 11 May 2025
- Accepted by TMLR
- Readers: Everyone
Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale
Yangyang Shu, Yuhang Liu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
- Published: 21 Jun 2025, Last Modified: 21 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Hypergraph clustering using Ricci curvature: an edge transport perspective
TMLR Paper3996 Authors
- 17 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Closed-Form Diffusion Models
Christopher Scarvelis, Haitz Sáez de Ocáriz Borde, Justin Solomon
- Published: 18 May 2025, Last Modified: 18 May 2025
- Accepted by TMLR
- Readers: Everyone
On the Interplay Between Sparsity and Training in Deep Reinforcement Learning
TMLR Paper3993 Authors
- 16 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Improving out-of-distribution generalization by mimicking the human visual diet.
TMLR Paper3992 Authors
- 16 Jan 2025 (modified: 02 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
∇QDARTS: Quantization as an Elastic Dimension to Differentiable NAS
Payman Behnam, Uday Kamal, Sanjana Vijay Ganesh, Zhaoyi Li, Michael Andrew Jurado, Alind Khare, Igor Fedorov, Gaowen Liu, Alexey Tumanov
- Published: 29 Apr 2025, Last Modified: 29 Apr 2025
- Accepted by TMLR
- Readers: Everyone
CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments
Ian Davidson, Nicolás Kennedy, S. S. Ravi
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Flexible Conditional Generation with Stochastically Factorized Autoregressive Models
TMLR Paper3989 Authors
- 16 Jan 2025 (modified: 28 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Gaussian Pre-Activations in Neural Networks: Myth or Reality?
Pierre Wolinski, Julyan Arbel
- Published: 28 Apr 2025, Last Modified: 28 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Return-Aligned Decision Transformer
Tsunehiko Tanaka, Kenshi Abe, Kaito Ariu, Tetsuro Morimura, Edgar Simo-Serra
- Published: 08 Jun 2025, Last Modified: 08 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications
Antoine Godichon-Baggioni, Pierre Tarrago
- Published: 10 Jun 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
TMLR Paper3985 Authors
- 15 Jan 2025 (modified: 18 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Block-Operations: Using Modular Routing to Improve Compositional Generalization
TMLR Paper3984 Authors
- 15 Jan 2025 (modified: 19 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning
TMLR Paper3983 Authors
- 15 Jan 2025 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone
DITTO: Offline Imitation Learning with World Models
TMLR Paper3982 Authors
- 15 Jan 2025 (modified: 21 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
Arpan Mukherjee, Shashanka Ubaru, Keerthiram Murugesan, Karthikeyan Shanmugam, Ali Tajer
- Published: 07 Jul 2025, Last Modified: 07 Jul 2025
- Accepted by TMLR
- Readers: Everyone
A functional framework for nonsmooth autodiff with {\it maxpooling} functions
Bruno Després
- Published: 29 Apr 2025, Last Modified: 29 Apr 2025
- Accepted by TMLR
- Readers: Everyone