TMLR Submissions

Defending Against Unknown Corrupted Agents: Reinforcement Learning of Adversarially Robust Nash Equilibria
Andi Nika, Jonathan Nöther, Adish Singla, Goran Radanovic
- Published: 16 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
A Survey of Reinforcement Learning from Human Feedback
TMLR Paper2603 Authors
- 30 Apr 2024 (modified: 04 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts
Jonathan Crabbé, Pau Rodriguez, Vaishaal Shankar, Luca Zappella, Arno Blaas
- Published: 03 Nov 2024, Last Modified: 03 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Neural Clamping: Joint Input Perturbation and Temperature Scaling for Neural Network Calibration
Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho
- Published: 21 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Adaptive Training Distributions with Scalable Online Bilevel Optimization
David Grangier, Pierre Ablin, Awni Hannun
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- Accepted by TMLR
- Readers: Everyone
VQ-learning: Towards Unbiased Action Value Estimation in Reinforcement Learning
TMLR Paper2599 Authors
- 29 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
TMLR Paper2598 Authors
- 29 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Overcoming the Stability Gap in Continual Learning
Md Yousuf Harun, Christopher Kanan
- Published: 16 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Dependency Structure Search Bayesian Optimization for Decision Making Models
Mohit Rajpal, Lac Gia Tran, Yehong Zhang, Bryan Kian Hsiang Low
- Published: 30 Oct 2024, Last Modified: 30 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Federated Graph Learning with Graphless Clients
Xingbo Fu, Song Wang, Yushun Dong, Binchi Zhang, Chen Chen, Jundong Li
- Published: 05 Nov 2024, Last Modified: 05 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Efficient Model-Agnostic Multi-Group Equivariant Networks
Razan Baltaji, Sourya Basu, Lav R. Varshney
- Published: 01 Nov 2024, Last Modified: 01 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Learning $k$-Level Structured Sparse Neural Networks Using Group Envelope Regularization
Yehonathan Refael, Iftach Arbel, Wasim Huleihel
- Published: 09 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning Causally Invariant Reward Functions from Diverse Demonstrations
TMLR Paper2590 Authors
- 26 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Rethinking Teacher-Student Curriculum Learning through the Cooperative Mechanics of Experience
Manfred Diaz, Liam Paull, Andrea Tacchetti
- Published: 17 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition
Roisin Luo, James McDermott, Colm O'Riordan
- Published: 18 Jul 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Neural Likelihood Approximation for Integer Valued Time Series Data
Luke O'Loughlin, Andrew J. Black, John Maclean
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Communication Efficient Federated Learning over Wireless Channels
TMLR Paper2586 Authors
- 25 Apr 2024 (modified: 28 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Graph Cuts with Arbitrary Size Constraints Through Optimal Transport
Chakib Fettal, lazhar labiod, Mohamed Nadif
- Published: 24 Sept 2024, Last Modified: 24 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deconfounding Imitation Learning with Variational Inference
Risto Vuorio, Pim De Haan, Johann Brehmer, Hanno Ackermann, Daniel Dijkman, Taco Cohen
- Published: 25 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A replica analysis of under-bagging
Takashi Takahashi
- Published: 21 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
CountCLIP - [Re] Teaching CLIP to Count to Ten
TMLR Paper2582 Authors
- 24 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches
Michal Derezinski
- Published: 25 Jan 2025, Last Modified: 25 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection
Sukanya Patra, Souhaib Ben Taieb
- Published: 07 Oct 2024, Last Modified: 07 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Fair GANs through model rebalancing for extremely imbalanced class distributions
TMLR Paper2578 Authors
- 24 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness
Bhavya Vasudeva, Kameron Shahabi, Vatsal Sharan
- Published: 16 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone