TMLR Submissions

Fixed-Budget Best-Arm Identification in Sparse Linear Bandits
Recep Can Yavas, Vincent Y. F. Tan
- Published: 07 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DIVINE: Diverse-Inconspicuous Feature Learning to Mitigate Abridge Learning
TMLR Paper1770 Authors
- 01 Nov 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
An Evaluation of Large Language Models in Bioinformatics Research
TMLR Paper1769 Authors
- 01 Nov 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Improving and generalizing flow-based generative models with minibatch optimal transport
Alexander Tong, Kilian FATRAS, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Guy Wolf, Yoshua Bengio
- Published: 11 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments
Ali Devran Kara, Serdar Yuksel
- Published: 12 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting Areas Under the Margin
Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon
- Published: 29 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Anomaly detection with semi-supervised classification based on risk estimators
Le Thi Khanh Hien, Sukanya Patra, Souhaib Ben Taieb
- Published: 12 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Faster Convergence of Local SGD for Over-Parameterized Models
Tiancheng Qin, S. Rasoul Etesami, Cesar A Uribe
- Published: 30 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies
Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji
- Published: 22 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Error Bounds for Flow Matching Methods
Joe Benton, George Deligiannidis, Arnaud Doucet
- Published: 12 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
How Much Pre-training Is Enough to Discover a Good Subnetwork?
Cameron R. Wolfe, Fangshuo Liao, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis
- Published: 04 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Video Diffusion Models - A Survey
TMLR Paper1756 Authors
- 30 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Anticipatory Music Transformer
John Thickstun, David Leo Wright Hall, Chris Donahue, Percy Liang
- Published: 19 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Federated TD Learning with Linear Function Approximation under Environmental Heterogeneity
Han Wang, Aritra Mitra, Hamed Hassani, George J. Pappas, James Anderson
- Published: 01 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
GSURE-Based Diffusion Model Training with Corrupted Data
Bahjat Kawar, Noam Elata, Tomer Michaeli, Michael Elad
- Published: 15 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Concatenative Contrastive Sampling for Transformer-based Sequential Recommendation
TMLR Paper1751 Authors
- 28 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
InfoNCE is variational inference in a recognition parameterised model
Laurence Aitchison, Stoil Krasimirov Ganev
- Published: 26 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Semantic similarity prediction is better than other semantic similarity measures
Steffen Herbold
- Published: 23 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Latent space Projection Predictive Inference
TMLR Paper1747 Authors
- 26 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
DynaConF: Dynamic Forecasting of Non-Stationary Time Series
Siqi Liu, Andreas Lehrmann
- Published: 19 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Local Masked Reconstruction for Efficient Self-Supervised Learning on High-resolution Images
TMLR Paper1745 Authors
- 25 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning optimal policies through contact in differentiable simulation
TMLR Paper1744 Authors
- 25 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo
Ziyi Wang, Yujie Chen, Qifan Song, Ruqi Zhang
- Published: 01 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
BaSIS-Net: From Point Estimate to Predictive Distribution in Neural Networks - A Bayesian Sequential Importance Sampling Framework
Giuseppina Carannante, Nidhal Bouaynaya, Ghulam Rasool, Lyudmila Mihaylova
- Published: 02 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
CoDeC: Communication-Efficient Decentralized Continual Learning
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
- Published: 05 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone