TMLR Submissions

Pretraining a Neural Operator in Lower Dimensions
AmirPouya Hemmasian, Amir Barati Farimani
- Published: 19 Nov 2024, Last Modified: 19 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Multivariate Dense Retrieval: A Reproducibility Study under a Memory-limited Setup
Georgios Sidiropoulos, Samarth Bhargav, Panagiotis Eustratiadis, Evangelos Kanoulas
- Published: 26 Jan 2025, Last Modified: 26 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning
Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang
- Published: 18 Feb 2025, Last Modified: 18 Feb 2025
- Accepted by TMLR
- Readers: Everyone
From Promise to Practice: A Study of Common Pitfalls Behind the Generalization Gap in Machine Learning
Saeideh Ghanbari Azar, Lorenzo Tronchin, Attila Simkó, Tufve Nyholm, Tommy Löfstedt
- Published: 10 Jan 2025, Last Modified: 10 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary
Takashi Morita
- Published: 26 Nov 2024, Last Modified: 26 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields
Yi-Lun Liao, Tess Smidt, Muhammed Shuaibi, Abhishek Das
- Published: 27 Dec 2024, Last Modified: 27 Dec 2024
- Accepted by TMLR
- Readers: Everyone
LLMs can learn self-restraint through iterative self-reflection
TMLR Paper3186 Authors
- 14 Aug 2024 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tianlong Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni
- Published: 25 Apr 2025, Last Modified: 25 Apr 2025
- Accepted by TMLR
- Readers: Everyone
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements
TMLR Paper3184 Authors
- 14 Aug 2024 (modified: 28 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Zero-Order One-Point Gradient Estimate in Consensus-Based Distributed Stochastic Optimization
Elissa Mhanna, Mohamad Assaad
- Published: 19 Nov 2024, Last Modified: 19 Nov 2024
- Accepted by TMLR
- Readers: Everyone
SAMSA: Efficient Transformer for Many Data Modalities
Minh Lenhat, Viet Anh Nguyen, Khoa Nguyen, Hieu D. D., Hung D. H., Hy Truong Son
- 14 Aug 2024 (modified: 03 Oct 2024)
- Withdrawn by Authors
- Readers: Everyone
Comparing Deterministic and Soft Policy Gradients for Optimizing Gaussian Mixture Actors
Sheelabhadra Dey, Guni Sharon
- Published: 18 Dec 2024, Last Modified: 18 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Mantis: Interleaved Multi-Image Instruction Tuning
Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen
- Published: 15 Nov 2024, Last Modified: 15 Nov 2024
- Accepted by TMLR
- Readers: Everyone
A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning
Amadou Siaka SANGARE, Nicolas Dunou, Jhony H. Giraldo, Fragkiskos D. Malliaros
- Published: 27 Feb 2025, Last Modified: 27 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Your Classifier Can Be Secretly a Likelihood-Based OOD Detector
Jirayu Burapacheep, Yixuan Li
- Published: 16 Dec 2024, Last Modified: 16 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Assessing Robustness via Score-Based Adversarial Image Generation
Marcel Kollovieh, Lukas Gosch, Marten Lienen, Yan Scholten, Leo Schwinn, Stephan Günnemann
- Published: 13 Dec 2024, Last Modified: 13 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning
TMLR Paper3174 Authors
- 12 Aug 2024 (modified: 23 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
Yulei Qin, Yuncheng Yang, Pengcheng Guo, Gang Li, Hang Shao, Yuchen Shi, Zihan Xu, Yun Gu, Ke Li, Xing Sun
- Published: 05 Jan 2025, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Reinforcement Learning for Node Selection in Branch-and-Bound
Alexander Julian Mattick, Christopher Mutschler
- Published: 07 Dec 2024, Last Modified: 07 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Thorax Disease Classification Using Low-Rank Feature Learning
TMLR Paper3170 Authors
- 12 Aug 2024 (modified: 25 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Private Fine-tuning of Large Language Models with Zeroth-order Optimization
Xinyu Tang, Ashwinee Panda, Milad Nasr, Saeed Mahloujifar, Prateek Mittal
- Published: 30 Jan 2025, Last Modified: 30 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Bias-inducing geometries: an exactly solvable data model with fairness implications
TMLR Paper3168 Authors
- 11 Aug 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
The Sparse Matrix-Based Random Projection: An Analysis of Matrix Sparsity for Classification
TMLR Paper3167 Authors
- 11 Aug 2024 (modified: 20 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences
Weijian Luo
- Published: 02 Jan 2025, Last Modified: 02 Jan 2025
- Accepted by TMLR
- Readers: Everyone
DTRNet: Precisely Correcting Selection Bias in Individual-Level Continuous Treatment Effect Estimation by Reweighted Disentangled Representation
Mengxuan Hu, Zhixuan Chu, Sheng Li
- Published: 21 Nov 2024, Last Modified: 21 Nov 2024
- Accepted by TMLR
- Readers: Everyone