TMLR Submissions

On the Importance of Uncertainty in Decision-Making with Large Language Models
Nicolò Felicioni, Lucas Maystre, Sina Ghiassian, Kamil Ciosek
- Published: 19 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Dual-Perspective Approach to Evaluating Feature Attribution Methods
Yawei Li, Yang Zhang, Kenji Kawaguchi, Ashkan Khakzar, Bernd Bischl, Mina Rezaei
- Published: 20 Dec 2024, Last Modified: 20 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Decomposition of Equivariant Maps via Invariant Maps: Application to Universal Approximation under Symmetry.
Akiyoshi Sannai, Yuuki Takai, Matthieu Cordonnier
- Published: 23 Sept 2024, Last Modified: 23 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints
Jean Vieira Alves, Diogo Leitão, Sérgio Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mario A. T. Figueiredo, Pedro Bizarro
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Unleashing the Power of Visual Prompting At the Pixel Level
Junyang Wu, Xianhang Li, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie
- Published: 28 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research.
Tobias Hille, Maximilian Stubbemann, Tom Hanika
- Published: 16 Oct 2024, Last Modified: 16 Oct 2024
- Accepted by TMLR
- Readers: Everyone
LEA: Learning Latent Embedding Alignment Model for fMRI Decoding and Encoding
Xuelin Qian, Yikai Wang, Xinwei Sun, Yanwei Fu, Xiangyang Xue, Jianfeng Feng
- Published: 18 Dec 2024, Last Modified: 18 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Solving Robust MDPs through No-Regret Dynamics
Etash Kumar Guha
- Published: 28 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?
Weijie Tu, Weijian Deng, Liang Zheng, Tom Gedeon
- Published: 30 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya
- Published: 12 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Training-free linear image inverses via flows
Ashwini Pokle, Matthew J. Muckley, Ricky T. Q. Chen, Brian Karrer
- Published: 20 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Robust Semi-Supervised Metric Learning Meets with High Dimensionality
TMLR Paper2360 Authors
- 10 Mar 2024 (modified: 09 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density
Shuangqi Li, Chen Liu, Tong Zhang, Hieu Le, Sabine Susstrunk, Mathieu Salzmann
- Published: 22 Oct 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Towards Unbiased Calibration using Meta-Regularization
Cheng Wang, Jacek Golebiowski
- Published: 20 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Simple and Scalable Strategies to Continually Pre-train Large Language Models
Adam Ibrahim, Benjamin Thérien, Kshitij Gupta, Mats Leon Richter, Quentin Gregory Anthony, Eugene Belilovsky, Timothée Lesort, Irina Rish
- Published: 08 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MDGCL: Debiased Graph Contrastive Learning with Knowledge of Model Discrepancy
TMLR Paper2355 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Winning the Lottery Once and For All: Towards Pruning Neural Networks at Initialization
TMLR Paper2354 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
TMLR Paper2353 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Regret Bounds for Noise-Free Cascaded Kernelized Bandits
Zihan Li, Jonathan Scarlett
- Published: 12 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on Data Selection for Language Models
Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
- Published: 12 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Text Descriptions are Compressive and Invariant Representations for Visual Learning
Zhili Feng, Anna Bair, J Zico Kolter
- Published: 04 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Exact Fractional Inference via Re-Parametrization \& Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
Hamidreza Behjoo, Michael Chertkov
- Published: 03 Dec 2024, Last Modified: 03 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Uncovering Sets of Maximum Dissimilarity on Random Process Data
Miguel de Carvalho, Gabriel Martos
- Published: 28 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly, David J Nott, David Tyler Frazier, David J Warne, Christopher Drovandi
- Published: 05 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neural Graph Reasoning: A Survey on Complex Logical Query Answering
Hongyu Ren, Mikhail Galkin, Zhaocheng Zhu, Jure Leskovec, Michael Cochez
- Published: 05 Dec 2024, Last Modified: 22 Jan 2025
- Accepted by TMLR
- Readers: Everyone