TMLR Submissions

In-distribution adversarial attacks on object recognition models using gradient-free search.
Spandan Madan, Tomotake Sasaki, Hanspeter Pfister, Tzu-Mao Li, Xavier Boix
- Published: 28 Jan 2025, Last Modified: 28 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Slicing Unbalanced Optimal Transport
Clément Bonet, Kimia Nadjahi, Thibault Sejourne, Kilian FATRAS, Nicolas Courty
- Published: 06 Jan 2025, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Personalized Privacy Amplification via Importance Sampling
Dominik Fay, Sebastian Mair, Jens Sjölund
- Published: 03 Jan 2025, Last Modified: 03 Jan 2025
- Accepted by TMLR
- Readers: Everyone
LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling
TMLR Paper3359 Authors
- 19 Sept 2024 (modified: 19 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Generalization Error Bounds for Learning under Censored Feedback
TMLR Paper3358 Authors
- 19 Sept 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Reconciling Kaplan and Chinchilla Scaling Laws
Tim Pearce, Jinyeop Song
- Published: 24 Nov 2024, Last Modified: 24 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Class Incremental Learning from First Principles: A Review
Neil Ashtekar, Jingxi Zhu, Vasant G Honavar
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Can Optimization Trajectories Explain Multi-Task Transfer?
David Mueller, Mark Dredze, Nicholas Andrews
- Published: 17 Jan 2025, Last Modified: 17 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Improved Variational Bayesian Phylogenetic Inference using Mixtures
Ricky Molén, Oskar Kviman, Jens Lagergren
- Published: 15 Nov 2024, Last Modified: 15 Nov 2024
- Accepted by TMLR
- Readers: Everyone
PAC Privacy Preserving Diffusion Models
TMLR Paper3352 Authors
- 17 Sept 2024 (modified: 10 Nov 2024)
- Withdrawn by Authors
- Readers: Everyone
Robust Policy Adaptation in Markov Decision Processes under Environmental Shift
TMLR Paper3350 Authors
- 16 Sept 2024 (modified: 10 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Compositional Instruction Following with Language Models and Reinforcement Learning
Vanya Cohen, Geraud Nangue Tasse, Nakul Gopalan, Steven James, Matthew Gombolay, Ray Mooney, Benjamin Rosman
- Published: 19 Dec 2024, Last Modified: 19 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Directed Graph Generation with Heat Kernels
Marc T. Law, Karsten Kreis, Haggai Maron
- Published: 11 Jan 2025, Last Modified: 11 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection
Florian Kalinke, Marco Heyden, Georg Gntuni, Edouard Fouché, Klemens Böhm
- Published: 01 Feb 2025, Last Modified: 01 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Meta Sparse Principal Component Analysis
TMLR Paper3346 Authors
- 14 Sept 2024 (modified: 06 Feb 2025)
- Withdrawn by Authors
- Readers: Everyone
Recent Advances in Attack and Defense Approaches of Large Language Models
TMLR Paper3345 Authors
- 14 Sept 2024 (modified: 21 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks
TMLR Paper3344 Authors
- 14 Sept 2024 (modified: 07 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Evaluating Graph Generative Models with Graph Kernels: What Structural Characteristics Are Captured?
Martijn Gösgens, Alexey Tikhonov, Liudmila Prokhorenkova
- Published: 21 Dec 2024, Last Modified: 21 Dec 2024
- Accepted by TMLR
- Readers: Everyone
BM$^2$: Coupled Schrödinger Bridge Matching
Stefano Peluchetti
- Published: 08 Jan 2025, Last Modified: 08 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions
Anna Hedström, Philine Lou Bommer, Thomas F Burns, Sebastian Lapuschkin, Wojciech Samek, Marina MC Höhne
- Published: 10 Feb 2025, Last Modified: 10 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems
Savvas Melidonis, Yiming Xi, Konstantinos C. Zygalakis, Yoann Altmann, Marcelo Pereyra
- Published: 08 Feb 2025, Last Modified: 08 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger
- Published: 11 Feb 2025, Last Modified: 11 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Influence Learning in Complex Systems
Elena Congeduti, Roberto Rocchetta, Frans A Oliehoek
- Published: 29 Mar 2025, Last Modified: 25 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Global Safe Sequential Learning via Efficient Knowledge Transfer
Cen-You Li, Olaf Dünnbier, Marc Toussaint, Barbara Rakitsch, Christoph Zimmer
- Published: 18 Jan 2025, Last Modified: 18 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Optimization and Generalization Guarantees for Weight Normalization
Pedro Cisneros-Velarde, Zhijie Chen, Sanmi Koyejo, Arindam Banerjee
- Published: 09 Jan 2025, Last Modified: 09 Jan 2025
- Accepted by TMLR
- Readers: Everyone