TMLR Submissions

Min-Max Optimisation for Nonconvex-Nonconcave Functions Using a Random Zeroth-Order Extragradient Algorithm
Amir Ali Farzin, Yuen-Man Pun, Philipp Braun, Antoine Lesage-Landry, Youssef Diouane, Iman Shames
- Published: 18 Sept 2025, Last Modified: 18 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Loss Landscape Degeneracy and Stagewise Development in Transformers
Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
- Published: 11 Aug 2025, Last Modified: 11 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges
TMLR Paper4634 Authors
- 08 Apr 2025 (modified: 09 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Influential Bandits: Pulling an Arm May Change the Environment
Ryoma Sato, Shinji Ito
- Published: 23 Jun 2025, Last Modified: 23 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Collaboration with Dynamic Open Ad Hoc Team via Team State Modelling
Jing Sun, Cong Zhang, Zhiguang Cao
- Published: 01 Jul 2025, Last Modified: 01 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Graph Personalized Federated Learning via Client Network Learning
Jiachen Zhou, Han Xie, Carl Yang
- Published: 30 Aug 2025, Last Modified: 30 Aug 2025
- Accepted by TMLR
- Readers: Everyone
A Unified Approach Towards Active Learning and Out-of-Distribution Detection
Sebastian Schmidt, Leonard Schenk, Leo Schwinn, Stephan Günnemann
- Published: 23 Aug 2025, Last Modified: 23 Aug 2025
- Accepted by TMLR
- Readers: Everyone
A note on the $k$-means clustering for missing data
Yoshikazu Terada, Xin Guan
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Counting Hours, Counting Losses: The Toll of Unpredictable Work Schedules on Financial Security
Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Aditya Bhaskara, Suresh Venkatasubramanian
- Published: 07 Jul 2025, Last Modified: 07 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Synthesizing Minority Samples for Long-tailed Classification via Distribution Matching
Zhuo Li, He Zhao, Jinke Ren, Anningzhe Gao, Dandan Guo, Xiang Wan, Hongyuan Zha
- Published: 18 Jun 2025, Last Modified: 18 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models
Jared Fernandez, Luca Wehrstedt, Leonid Shamis, Mostafa Elhoushi, Kalyan Saladi, Yonatan Bisk, Emma Strubell, Jacob Kahn
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
TMLR Paper4623 Authors
- 06 Apr 2025 (modified: 14 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
Aleksandr Dremov, Alexander Hägele, Atli Kosson, Martin Jaggi
- Published: 02 Aug 2025, Last Modified: 02 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Emergent Corpus Pre-training Benefits Vision Language Models
Makanjuola Adekunmi Ogunleye, Chase Vickery, Ismini Lourentzou
- Published: 09 Aug 2025, Last Modified: 09 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors
Soumava Paul, Prakhar Kaushik, Alan Yuille
- Published: 21 Jul 2025, Last Modified: 21 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Streaming Heteroscedastic Probabilistic PCA with Missing Data
Kyle Gilman, David Hong, Jeffrey A Fessler, Laura Balzano
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- Accepted by TMLR
- Readers: Everyone
A Comprehensive Survey on Knowledge Distillation
TMLR Paper4617 Authors
- 04 Apr 2025 (modified: 20 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
ASkDAgger: Active Skill-level Data Aggregation for Interactive Imitation Learning
Jelle Luijkx, Zlatan Ajanović, Laura Ferranti, Jens Kober
- Published: 07 Aug 2025, Last Modified: 07 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Stochastic Block Model-Aware Topological Neural Networks for Graph Link Prediction
Yuzhou Chen, Xiao Guo, Shujie Ma
- Published: 28 Jul 2025, Last Modified: 28 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Optimized Graph Structures for Calibrating Graph Neural Networks with Out-of-Distribution Nodes
TMLR Paper4614 Authors
- 03 Apr 2025 (modified: 03 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Low-rank Momentum Factorization for Memory Efficient Training
Pouria Mahdavinia, Mehrdad Mahdavi
- Published: 09 Jul 2025, Last Modified: 09 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy
Kamil Ciosek, Nicolò Felicioni, Sina Ghiassian
- Published: 16 Sept 2025, Last Modified: 16 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Walking on the Fiber: A Simple Geometric Approximation for Bayesian Neural Networks
Alfredo Reichlin, Miguel Vasco, Danica Kragic
- Published: 11 Jul 2025, Last Modified: 11 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering
Neeru Dubey, Elin Karlsson, Miguel A. Redondo, Johan Reimegård, Anna Rising, Hedvig Kjellstrom
- Published: 24 Jul 2025, Last Modified: 24 Jul 2025
- Accepted by TMLR
- Readers: Everyone
A Comprehensive Survey of Contamination Detection Methods in Large Language Models
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
- Published: 09 Jul 2025, Last Modified: 09 Jul 2025
- Accepted by TMLR
- Readers: Everyone