TMLR Submissions

Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity
Charlie Hou, Kiran Koshy Thekumparampil, Michael Shavlovsky, Giulia Fanti, Yesh Dattatreya, sujay sanghavi
- Published: 24 Nov 2024, Last Modified: 24 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning
Peihong Yu, Manav Mishra, Alec Koppel, Carl Busart, Priya Narayan, Dinesh Manocha, Amrit Singh Bedi, Pratap Tokekar
- Published: 02 Jan 2025, Last Modified: 19 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Conditional Idempotent Generative Networks
TMLR Paper2921 Authors
- 25 Jun 2024 (modified: 20 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Improving Text-to-Image Consistency via Automatic Prompt Optimization
Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal
- Published: 03 Dec 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Trusted Aggregation (TAG): Backdoor Defense in Federated Learning
Joseph Lavond, Minhao Cheng, Yao Li
- Published: 19 Nov 2024, Last Modified: 12 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Risk-Controlling Model Selection via Guided Bayesian Optimization
Bracha Laufer-Goldshtein, Adam Fisch, Regina Barzilay, Tommi Jaakkola
- Published: 30 Oct 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Recurrent Inertial Graph-Based Estimator (RING): A Single Pluripotent Inertial Motion Tracking Solution
Simon Bachhuber, Ive Weygers, Dustin Lehmann, Mischa Dombrowski, Thomas Seel
- Published: 13 Oct 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Differentially Private Latent Diffusion Models
Michael F Liu, Saiyue Lyu, Margarita Vinaroz, Mijung Park
- Published: 16 Nov 2024, Last Modified: 16 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning
Asaf Ben Arie, Malka Gorfine
- Published: 24 Nov 2024, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution
TMLR Paper2913 Authors
- 23 Jun 2024 (modified: 09 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
A Theoretical Framework for Zeroth-Order Budget Convex Optimization
François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Towards Backwards-Compatible Data with Confounded Domain Adaptation
Calvin McCarter
- Published: 12 Nov 2024, Last Modified: 12 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Human–AI Safety: A Descendant of Generative AI and Control Systems Safety
TMLR Paper2910 Authors
- 22 Jun 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries
Patrick Chao, Patrick Blöbaum, Sapan Kirit Patel, Shiva Kasiviswanathan
- Published: 24 Nov 2024, Last Modified: 24 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Meta-Gradient Search Control: A Method for Improving the Efficiency of Dyna-style Planning
TMLR Paper2908 Authors
- 21 Jun 2024 (modified: 31 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
Sean Welleck, Amanda Bertsch, Matthew Finlayson, Hailey Schoelkopf, Alex Xie, Graham Neubig, Ilia Kulikov, Zaid Harchaoui
- Published: 20 Nov 2024, Last Modified: 20 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Graph-level Representation Learning with Joint-Embedding Predictive Architectures
Geri Skenderi, Hang Li, Jiliang Tang, Marco Cristani
- Published: 03 Feb 2025, Last Modified: 03 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Generative Model for Change Point Detection in Dynamic Graphs
TMLR Paper2904 Authors
- 21 Jun 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention
TMLR Paper2903 Authors
- 21 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Multi-Attribute Constraint Satisfaction via Language Model Rewriting
Ashutosh Baheti, Debanjana Chakraborty, Faeze Brahman, Ronan Le Bras, Ximing Lu, Nouha Dziri, Yejin Choi, Mark Riedl, Maarten Sap
- Published: 30 May 2025, Last Modified: 30 May 2025
- Accepted by TMLR
- Readers: Everyone
For Robust Worst-Group Accuracy, Ignore Group Annotations
Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Richard Nock, Lalitha Sankar
- Published: 12 Dec 2024, Last Modified: 12 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Graph Structure Learning with Interpretable Bayesian Neural Networks
Max Wasserman, Gonzalo Mateos
- Published: 08 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach
Mahrokh Ghoddousi Boroujeni, Andreas Krause, Giancarlo Ferrari-Trecate
- Published: 12 Feb 2025, Last Modified: 12 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Multi-Accurate CATE is Robust to Unknown Covariate Shifts
Christoph Kern, Michael P. Kim, Angela Zhou
- Published: 29 Oct 2024, Last Modified: 29 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Linear Weight Interpolation Leads to Transient Performance Gains
Gaurav Iyer, Gintare Karolina Dziugaite, David Rolnick
- Published: 28 Sept 2024, Last Modified: 28 Sept 2024
- Accepted by TMLR
- Readers: Everyone