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TMLR Submissions
How to choose the right transfer learning protocol? A qualitative analysis in a controlled set-up
Federica Gerace
,
Diego Doimo
,
Stefano Sarao Mannelli
,
Luca Saglietti
,
Alessandro Laio
Published: 06 Aug 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Graph Neural Modeling of Network Flows
TMLR Paper2384 Authors
18 Mar 2024 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
A General-Purpose Multi-Modal OOD Detection Framework
Viet Quoc Duong
,
Qiong Wu
,
Zhengyi Zhou
,
Eric Zavesky
,
WenLing Hsu
,
Han Zhao
,
Huajie Shao
Published: 02 Jul 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Reward Poisoning on Federated Reinforcement Learning
Evelyn Ma
,
S. Rasoul Etesami
,
Praneet Rathi
Published: 24 Sept 2024, Last Modified: 04 Oct 2024
Accepted by TMLR
Readers:
Everyone
A Short Survey on Importance Weighting for Machine Learning
Masanari Kimura
,
Hideitsu Hino
Published: 14 May 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation
Nicolas Guerin
,
Emmanuel Chemla
,
Shane Steinert-Threlkeld
Published: 27 Sept 2024, Last Modified: 27 Sept 2024
Accepted by TMLR
Readers:
Everyone
Upper Bound of Bayesian Generalization Error in Partial Concept Bottleneck Model
TMLR Paper2375 Authors
14 Mar 2024 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
DIG-MILP: a Deep Instance Generator for Mixed-Integer Linear Programming with Feasibility Guarantee
Haoyu Peter Wang
,
Jialin Liu
,
Xiaohan Chen
,
Xinshang Wang
,
Pan Li
,
Wotao Yin
Published: 31 Jul 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Supervised Domain Adaptation Based on Marginal and Conditional Distributions Alignment
Ori Katz
,
Ronen Talmon
,
Uri Shaham
Published: 29 Jul 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
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
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