TMLR Submissions

Task-Relevant Feature Selection with Prediction Focused Mixture Models
Abhishek Sharma, Catherine Zeng, Sanjana Narayanan, Sonali Parbhoo, Roy H. Perlis, Finale Doshi-Velez
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Identifying and Mitigating Model Failures through Few-shot CLIP-aided Diffusion Generation
TMLR Paper1918 Authors
- 08 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
No Need for Ad-hoc Substitutes: The Expected Cost is a Principled All-purpose Classification Metric
TMLR Paper1917 Authors
- 08 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Multitask Learning Can Improve Worst-Group Outcomes
Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig
- Published: 28 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Note on the Convergence of Denoising Diffusion Probabilistic Models
Sokhna Diarra Mbacke, Omar Rivasplata
- Published: 15 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
E-Valuating Classifier Two-Sample Tests
Teodora Pandeva, Tim Bakker, Christian A. Naesseth, Patrick Forré
- Published: 25 Apr 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Making Translators Privacy-aware on the User's Side
TMLR Paper1913 Authors
- 08 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data
Xinwei Zhang, Mingyi Hong, Jie Chen
- Published: 15 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen
- Published: 04 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators
TMLR Paper1910 Authors
- 07 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Layerwise complexity-matched learning yields an improved model of cortical area V2
Nikhil Parthasarathy, Olivier J Henaff, Eero P Simoncelli
- Published: 20 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Merging by Matching Models in Task Parameter Subspaces
Derek Tam, Mohit Bansal, Colin Raffel
- Published: 29 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improved Convergence of Score-Based Diffusion Models via Prediction-Correction
Francesco Pedrotti, Jan Maas, Marco Mondelli
- Published: 01 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
MC Layer Normalization for calibrated uncertainty in Deep Learning
Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F Grewe, Cristiano Malossi, Rong J.B. Zhu, Mattia Rigotti
- Published: 03 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Federated Learning of Sparse Gaussian Processes
TMLR Paper1905 Authors
- 05 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Guided Safe Shooting: model based reinforcement learning with safety constraints
TMLR Paper1903 Authors
- 05 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Explainable Diagnosis of Melanoma Based on Localization of Clinical Indicators and Self-Supervised Learning
TMLR Paper1902 Authors
- 05 Dec 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Policy Gradient with Kernel Quadrature
Satoshi Hayakawa, Tetsuro Morimura
- Published: 21 Feb 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Using Skew to Assess the Quality of GAN-generated Image Features
Lorenzo Luzi, Helen Jenne, Carlos Ortiz Marrero, Ryan Murray
- Published: 29 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations
Lucas Mansilla, Estanislao Claucich, Rodrigo Echeveste, Diego H Milone, Enzo Ferrante
- Published: 05 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning
Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni
- Published: 29 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Convergence Analysis of Fractional Gradient Descent
Ashwani Aggarwal
- Published: 27 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Test-time recalibration of conformal predictors under distribution shift based on unlabeled examples
TMLR Paper1896 Authors
- 03 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Loc-FACMAC: Locality Based Factorized Multi-Agent Actor- Critic Algorithm for Cooperative Tasks
TMLR Paper1893 Authors
- 03 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
LIPEx – Locally Interpretable Probabilistic Explanations – To Look Beyond The True Class
TMLR Paper1891 Authors
- 03 Dec 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone