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TMLR Published Papers
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TMLR Homepage: https://jmlr.org/tmlr/
TMLR Infinite Conference: https://tmlr.infinite-conf.org/
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tmlr-pub.bsky.social
New #Featured Certification, #J2C Certification:

The Choice of Normalization Influences Shrinkage in Regularized Regression

Johan Larsson, Jonas Wallin

https://openreview.net/forum?id=6xKyDBIwQ5

#regularization #regularized #lasso
November 26, 2025 at 1:24 AM
tmlr-pub.bsky.social
Learning the Language of Protein Structure

Jérémie DONA, Benoit Gaujac, Timothy Atkinson et al.

Action editor: Lingpeng Kong

https://openreview.net/forum?id=SRRPQIOS4w

#proteins #autoencoder #protein
November 26, 2025 at 1:19 AM
tmlr-pub.bsky.social
Certified Robustness to Data Poisoning in Gradient-Based Training

Philip Sosnin, Mark Niklas Mueller, Maximilian Baader, Calvin Tsay, Matthew Robert Wicker

Action editor: Chuan Guo

https://openreview.net/forum?id=9WHifn9ZVX

#robustness #backdoor #attacks
November 25, 2025 at 9:19 PM
tmlr-pub.bsky.social
MoReact: Generating Reactive Motion from Textual Descriptions

Xiyan Xu, Sirui Xu, Yu-Xiong Wang, Liangyan Gui

Action editor: Kamyar Azizzadenesheli

https://openreview.net/forum?id=4zuT73heqm

#actions #motion #motions
November 25, 2025 at 5:19 PM
tmlr-pub.bsky.social
SELU: Self-Learning Embodied Multimodal Large Language Models in Unknown Environments

Boyu Li, Haobin Jiang, Ziluo Ding, Xinrun Xu, Haoran Li, Dongbin Zhao, Zongqing Lu

Action editor: Christopher Mutschler

https://openreview.net/forum?id=G5gROx8AVi

#multimodal #critic #reinforcement
November 25, 2025 at 1:19 PM
tmlr-pub.bsky.social
Behaviour Discovery and Attribution for Explainable Reinforcement Learning

Rishav Rishav, Somjit Nath, Vincent Michalski, Samira Ebrahimi Kahou

Action editor: Andrew Lampinen

https://openreview.net/forum?id=JbHtpOIH9l

#reinforcement #behaviors #episodelevel
November 25, 2025 at 9:19 AM
tmlr-pub.bsky.social
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Func...

Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya

Action editor: Kamalika Chaudhuri

https://openreview.net/forum?id=N1J236mepp

#hashing #privacy #subgraph
November 25, 2025 at 5:20 AM
tmlr-pub.bsky.social
Learning Equivalence Classes of Bayesian Network Structures with GFlowNet

Michelle Liu, Zhaocheng Zhu, Olexa Bilaniuk, Emmanuel Bengio

Action editor: Jean Honorio

https://openreview.net/forum?id=FAcc7oAdaa

#gflownet #generative #inference
November 25, 2025 at 1:19 AM
tmlr-pub.bsky.social
New #Expert Certification:

Node Embeddings via Neighbor Embeddings

Jan Niklas Böhm, Marius Keute, Alica Guzmán et al.

https://openreview.net/forum?id=8APIU9cauZ

#embeddings #embedding #node2vec
November 24, 2025 at 9:24 PM
tmlr-pub.bsky.social
FlowBench: Benchmarking Optical Flow Estimation Methods for Reliability and Generalization

Shashank Agnihotri, Julian Yuya Caspary, Luca Schwarz et al.

Action editor: Jia-Bin Huang

https://openreview.net/forum?id=Kh4bj6YDNm

#adversarial #flow #flowbench
November 24, 2025 at 9:19 PM
tmlr-pub.bsky.social
Unbiased Loss Functions for Multilabel Classification with Missing Labels

Erik Schultheis, Rohit Babbar

Action editor: Takashi Ishida

https://openreview.net/forum?id=hMq1hUhLqp

#multilabel #labels #label
November 24, 2025 at 5:19 PM
tmlr-pub.bsky.social
Efficient pooling of predictions via kernel embeddings

Sam Allen, David Ginsbourger, Johanna Ziegel

Action editor: Krikamol Muandet

https://openreview.net/forum?id=dji9MfONNP

#prediction #predictions #predictive
November 24, 2025 at 1:19 PM
tmlr-pub.bsky.social
Using Platt’s scaling for calibration after undersampling — limitations and how to address them

Nathan Phelps, Daniel J Lizotte, Douglas G. Woolford

Action editor: Geoff Pleiss

https://openreview.net/forum?id=80b2zaeTUe

#undersampling #undersampled #bias
November 24, 2025 at 9:19 AM
tmlr-pub.bsky.social
Spurious Privacy Leakage in Neural Networks

Chenxiang Zhang, Jun Pang, Sjouke Mauw

Action editor: Sanghyun Hong

https://openreview.net/forum?id=tRXDCIgvTT

#privacy #biases #bias
November 24, 2025 at 5:19 AM
tmlr-pub.bsky.social
ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment

Tomer Borreda, Daniel Freedman, Or Litany

Action editor: Mark Coates

https://openreview.net/forum?id=L4S54TUOQR

#nodes #graphs #graph
November 24, 2025 at 1:18 AM
tmlr-pub.bsky.social
Graph Personalized Federated Learning via Client Network Learning

Jiachen Zhou, Han Xie, Carl Yang

Action editor: Shuiwang Ji

https://openreview.net/forum?id=pyTTR4pxkU

#graphs #graph #datasets
November 23, 2025 at 9:18 PM
tmlr-pub.bsky.social
On the Low-Rank Parametrization of Reward Models for Controlled Language Generation

Sergey Troshin, Vlad Niculae, Antske Fokkens

Action editor: Greg Durrett

https://openreview.net/forum?id=cjRsEGLT8B

#reward #rewards #rank
November 23, 2025 at 5:18 PM
tmlr-pub.bsky.social
Change Point Detection on A Separable Model for Dynamic Networks

Yik Lun Kei, Hangjian Li, Yanzhen Chen, OSCAR HERNAN MADRID PADILLA

Action editor: Yan Liu

https://openreview.net/forum?id=DSNJykzHF3

#lasso #regularization #graph
November 23, 2025 at 1:18 PM
tmlr-pub.bsky.social
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning

Xingshuai Huang, Di Wu, Benoit Boulet

Action editor: Baoxiang Wang

https://openreview.net/forum?id=8K16dplpE0

#reinforcement #conditioning #learns
November 23, 2025 at 9:18 AM
tmlr-pub.bsky.social
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning with...

Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang

Action editor: Pan Xu

https://openreview.net/forum?id=7l63xwAgAW

#robust #optimization #optimal
November 23, 2025 at 5:18 AM
tmlr-pub.bsky.social
Mamba State-Space Models Are Lyapunov-Stable Learners

John Timothy Halloran, Manbir S Gulati, Paul F Roysdon

Action editor: Bamdev Mishra

https://openreview.net/forum?id=wzsYQYs3dO

#recurrent #dynamical #attention
November 23, 2025 at 1:18 AM
tmlr-pub.bsky.social
Cardinality Sparsity: Applications in Matrix-Matrix Multiplications and Machine Learning

Ali Mohaddes, Johannes Lederer

Action editor: Pan Xu

https://openreview.net/forum?id=zoSRSpGu9C

#sparse #tensor #sparsity
November 22, 2025 at 9:18 PM
tmlr-pub.bsky.social
On Time Series Clustering with Graph Neural Networks

Jonas Berg Hansen, Andrea Cini, Filippo Maria Bianchi

Action editor: Moshe Eliasof

https://openreview.net/forum?id=MHQXfiXsr3

#clusters #forecasting #clustering
November 22, 2025 at 5:19 PM
tmlr-pub.bsky.social
Variance Reduced Smoothed Functional REINFORCE Policy Gradient Algorithms

Shalabh Bhatnagar, Deepak H R

Action editor: Pablo Castro

https://openreview.net/forum?id=yagxqSJbiY

#reinforce #optimization #gradient
November 22, 2025 at 1:18 PM
tmlr-pub.bsky.social
Streaming Heteroscedastic Probabilistic PCA with Missing Data

Kyle Gilman, David Hong, Jeffrey A Fessler, Laura Balzano

Action editor: Stephen Becker

https://openreview.net/forum?id=lb2rPLuP9X

#pca #streaming #datasets
November 22, 2025 at 9:19 AM