TMLR Submissions

SFT: Sampling-based Foundational Transformer
TMLR Paper2541 Authors
- 17 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Bayesian optimization with derivatives acceleration
Guillaume Perrin, rodolphe le riche
- Published: 09 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Top-GAP: Integrating Size Priors in CNNs for more Robustness, Interpretability, and Bias Mitigation
TMLR Paper2539 Authors
- 17 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Deep Kernel Learning of Nonlinear Latent Force Models
Jacob Moss, Jeremy England, Pietro Lio
- Published: 30 Oct 2024, Last Modified: 30 Oct 2024
- Accepted by TMLR
- Readers: Everyone
LLM Agents can Autonomously Hack Websites
TMLR Paper2537 Authors
- 17 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting
Daniel McKenzie, Howard Heaton, Samy Wu Fung
- Published: 08 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data
Mengxi Wu, Mohammad Rostami
- Published: 06 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Cross-domain Adaptation for Few-shot 3D Shape Generation
TMLR Paper2534 Authors
- 16 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Conservative Evaluation of Offline Policy Learning
Hager Radi Abdelwahed, Josiah P. Hanna, Matthew E. Taylor
- Published: 23 Sept 2024, Last Modified: 23 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Unveiling Adversarially Robust Graph Lottery Tickets
Subhajit Dutta Chowdhury, Zhiyu Ni, Qingyuan Peng, Souvik Kundu, Pierluigi Nuzzo
- Published: 03 Oct 2024, Last Modified: 17 Feb 2025
- Accepted by TMLR
- Readers: Everyone
G-TRACER: Expected Sharpness Optimization
TMLR Paper2530 Authors
- 16 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Scaling Up Bayesian Neural Networks with Neural Networks
Zahra Moslemi, Yang Meng, Shiwei Lan, Babak Shahbaba
- Published: 07 Oct 2024, Last Modified: 07 Oct 2024
- Accepted by TMLR
- Readers: Everyone
PAC Privacy Preserving Diffusion Models
TMLR Paper2527 Authors
- 15 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networks
Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin
- Published: 27 Sept 2024, Last Modified: 27 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Gromov-Wasserstein-like Distances in the Gaussian Mixture Models Space
Antoine Salmona, Agnes Desolneux, Julie Delon
- Published: 03 Oct 2024, Last Modified: 03 Oct 2024
- Accepted by TMLR
- Readers: Everyone
On Intriguing Layer-Wise Properties of Robust Overfitting in Adversarial Training
Duke Nguyen, Chaojian Yu, Vinoth Nandakumar, Young Choon Lee, Tongliang Liu
- Published: 16 Nov 2024, Last Modified: 16 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Gaussian Process Spatial Clustering
TMLR Paper2523 Authors
- 14 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Double Descent and Other Interpolation Phenomena in GANs
TMLR Paper2520 Authors
- 14 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Continuous-time Particle Filtering for Latent Stochastic Differential Equations
TMLR Paper2519 Authors
- 13 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Multiset Transformer: Advancing Representation Learning in Persistence Diagrams
TMLR Paper2518 Authors
- 13 Apr 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks
TMLR Paper2517 Authors
- 13 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
Yunzhen Feng, Tim G. J. Rudner, Nikolaos Tsilivis, Julia Kempe
- Published: 02 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
TMLR Paper2515 Authors
- 12 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
The Cold Posterior Effect Indicates Underfitting, and Cold Posteriors Represent a Fully Bayesian Method to Mitigate It
Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andres R Masegosa
- Published: 05 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Random Projection Variational Auto-Encoders
TMLR Paper2513 Authors
- 12 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone