TMLR Submissions

ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
Sucheng Ren, Hongru Zhu, Chen Wei, Yijiang Li, Alan Yuille, Cihang Xie
- Published: 18 Feb 2025, Last Modified: 18 Feb 2025
- Accepted by TMLR
- Readers: Everyone
On Space Folds of ReLU Neural Networks
Michal Lewandowski, Hamid Eghbalzadeh, Bernhard Heinzl, Raphael Pisoni, Bernhard A. Moser
- Published: 15 Feb 2025, Last Modified: 15 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Multi-Bellman operator for convergence of $Q$-learning with linear function approximation
Diogo S. Carvalho, Pedro A. Santos, Francisco S. Melo
- Published: 15 Apr 2025, Last Modified: 15 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Nomic Embed: Training a Reproducible Long Context Text Embedder
Zach Nussbaum, John Xavier Morris, Andriy Mulyar, Brandon Duderstadt
- Published: 26 Feb 2025, Last Modified: 26 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting
Inkyu Shin, Qihang Yu, Xiaohui Shen, In So Kweon, Kuk-Jin Yoon, Liang-Chieh Chen
- Published: 05 Apr 2025, Last Modified: 05 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity
TMLR Paper3692 Authors
- 15 Nov 2024 (modified: 05 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Outlier Robust Training of Machine Learning Models
TMLR Paper3691 Authors
- 15 Nov 2024 (modified: 26 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Enhancing Gradient Boosting Machines with Attention
TMLR Paper3690 Authors
- 14 Nov 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Efficient Variable Selection Using Reinforcement Learning for Big Data
TMLR Paper3689 Authors
- 14 Nov 2024 (modified: 28 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Smart Transportation Without Neurons - Fair Metro Network Expansion with Tabular Reinforcement Learning
TMLR Paper3688 Authors
- 14 Nov 2024 (modified: 02 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Active Diffusion Subsampling
Oisín Nolan, Tristan Stevens, Wessel L. van Nierop, Ruud Van Sloun
- Published: 11 Mar 2025, Last Modified: 11 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent
Hikaru Umeda, Hideaki Iiduka
- Published: 12 Feb 2025, Last Modified: 12 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Dynamics-inspired Structure Hallucination for Protein-protein Interaction Modeling
Fang Wu, Stan Z. Li
- Published: 17 Feb 2025, Last Modified: 17 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Evaluating the Robustness of Analogical Reasoning in Large Language Models
Martha Lewis, Melanie Mitchell
- Published: 19 Feb 2025, Last Modified: 19 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Single-pass Detection of Jailbreaking Input in Large Language Models
Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher
- Published: 20 Feb 2025, Last Modified: 20 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Adversarial bandit optimization for approximately linear functions
TMLR Paper3681 Authors
- 13 Nov 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps
Mikko A. Heikkilä
- Published: 19 Mar 2025, Last Modified: 19 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Meta-learning Population-based Methods for Reinforcement Learning
Johannes Hog, Raghu Rajan, André Biedenkapp, Noor Awad, Frank Hutter, Vu Nguyen
- Published: 26 Mar 2025, Last Modified: 26 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs
Pranav Maneriker, Aditya T. Vadlamani, Anutam Srinivasan, Yuntian He, Ali Payani, srinivasan parthasarathy
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Multi-Agent Cooperation Learning through Teammate Lookahead
Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu
- Published: 24 Mar 2025, Last Modified: 25 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Ensemble and Mixture-of-Experts DeepONets For Operator Learning
Ramansh Sharma, Varun Shankar
- Published: 16 Mar 2025, Last Modified: 16 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Celo: Training Versatile Learned Optimizers on a Compute Diet
TMLR Paper3675 Authors
- 12 Nov 2024 (modified: 05 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics
Minttu Alakuijala, Reginald McLean, Isaac Woungang, Nariman Farsad, Samuel Kaski, Pekka Marttinen, Kai Yuan
- Published: 26 Feb 2025, Last Modified: 26 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization
Sara Venturini, Marianna De Santis, Jordan Patracone, Martin Schmidt, Francesco Rinaldi, Saverio Salzo
- Published: 14 Feb 2025, Last Modified: 14 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Treating Adversarial and Natural Noise Equally: Building a Robust Network for Unified Resilience
TMLR Paper3672 Authors
- 12 Nov 2024 (modified: 28 Feb 2025)
- Rejected by TMLR
- Readers: Everyone