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tmlr-pub.bsky.social
TMLR Published Papers
@tmlr-pub.bsky.social
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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
Can Masked Autoencoders Also Listen to Birds?

Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz

Action editor: Chuan Sheng Foo

https://openreview.net/forum?id=GIBWR0Xo2J

#autoencoders #bioacoustic #audio
November 21, 2025 at 9:18 AM
tmlr-pub.bsky.social
Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models

Sinong Geng, houssam nassif, Zhaobin Kuang, Anders Max Reppen, K. Ronnie Sircar

Action editor: Reza Babanezhad Harikandeh

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

#portfolio #finance #financial
November 21, 2025 at 5:18 AM
tmlr-pub.bsky.social
New #Expert Certification:

crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with N...

Marek Herde, Lukas Lührs, Denis Huseljic, Bernhard Sick

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

#crowds #hyperparameter #crowdworking
November 21, 2025 at 1:24 AM
tmlr-pub.bsky.social
Private Regression via Data-Dependent Sufficient Statistic Perturbation

Cecilia Ferrando, Daniel Sheldon

Action editor: Joonas Jälkö

https://openreview.net/forum?id=gtCfDKm9ME

#privacy #privately #private
November 21, 2025 at 1:19 AM
tmlr-pub.bsky.social
Interactive Large Language Models for Reliable Answering under Incomplete Context

Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang et al.

Action editor: Li Dong

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

#answering #interactive #questions
November 20, 2025 at 9:18 PM
tmlr-pub.bsky.social
A Mixture of Exemplars Approach for Efficient Out-of-Distribution Detection with Foundation Models

Evelyn Mannix, Howard Bondell

Action editor: Gabriel Loaiza-Ganem

https://openreview.net/forum?id=xpKqnSJtE4

#classifier #detection #classification
November 20, 2025 at 5:19 PM
tmlr-pub.bsky.social
Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations

Avi Cooper, Daniel Harari, Tomotake Sasaki et al.

Action editor: Andrew Lampinen

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

#orientations #orientation #generalization
November 20, 2025 at 1:19 PM
tmlr-pub.bsky.social
Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy

Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto

Action editor: Huaxiu Yao

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

#learners #reasoning #instruction
November 20, 2025 at 9:18 AM
tmlr-pub.bsky.social
Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curva...

Rohan Asthana, Joschua Conrad, Maurits Ortmanns, Vasileios Belagiannis

Action editor: Frederic Sala

https://openreview.net/forum?id=X0vPof5DVh

#cnn #optimises #optimising
November 20, 2025 at 5:18 AM
tmlr-pub.bsky.social
Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding

Yoshimitsu Morinishi, Shohei Shimizu

Action editor: Sergey Plis

https://openreview.net/forum?id=HR7MFlW73I

#causal #models #generalized
November 20, 2025 at 1:18 AM
tmlr-pub.bsky.social
New #J2C Certification:

Preserving Expert-Level Privacy in Offline Reinforcement Learning

Navodita Sharma, Vishnu Vinod, Abhradeep Guha Thakurta et al.

https://openreview.net/forum?id=2bj0eVgCdO

#privacy #private #policies
November 19, 2025 at 9:24 PM
tmlr-pub.bsky.social
PrivShap: A Finer-granularity Network Linearization Method for Private Inference

Xiangrui Xu, Zhenzhen Wang, Rui Ning, Chunsheng Xin, Hongyi Wu

Action editor: Chuan Guo

https://openreview.net/forum?id=7TliYmJr2m

#homomorphic #privacy #private
November 19, 2025 at 9:18 PM
tmlr-pub.bsky.social
New #Survey Certification:

Scaling Laws of Distributed Random Forests

Katharina Flügel, Charlotte Debus, Markus Götz, Achim Streit, Marie Weiel

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

#forests #parallelizable #tree
November 19, 2025 at 5:23 PM
tmlr-pub.bsky.social
Enhancing Plaque Segmentation in CCTA with Prompt- based Diffusion Data Augmentation

Ruan Yizhe, Xuangeng Chu, Ziteng Cui et al.

Action editor: Gustavo Carneiro

https://openreview.net/forum?id=hbTYt8PX9n

#plaques #segmentation #plaque
November 19, 2025 at 5:18 PM
tmlr-pub.bsky.social
Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language Models

Paul Darm, Annalisa Riccardi

Action editor: Alec Koppel

https://openreview.net/forum?id=VY0huMBr5n

#attention #ai #supervised
November 19, 2025 at 1:18 PM
tmlr-pub.bsky.social
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis

Kushal Raj Bhandari, Sixue Xing, Soham Dan, Jianxi Gao

Action editor: Peilin Zhao

https://openreview.net/forum?id=PYHIDN9Wuq

#attention #comprehension #answering
November 19, 2025 at 9:18 AM
tmlr-pub.bsky.social
A Unified Approach Towards Active Learning and Out-of-Distribution Detection

Sebastian Schmidt, Leonard Schenk, Leo Schwinn, Stephan Günnemann

Action editor: Chicheng Zhang

https://openreview.net/forum?id=HL75La10FN

#detection #deep #feature
November 19, 2025 at 5:18 AM
tmlr-pub.bsky.social
Client-only Distributed Markov Chain Monte Carlo Sampling over a Network

Bo Yuan, Jiaojiao Fan, Jiaming Liang, Yongxin Chen

Action editor: Alain Oliviero Durmus

https://openreview.net/forum?id=1bZ2rLfKwu

#distributed #servers #mcmc
November 19, 2025 at 1:18 AM
tmlr-pub.bsky.social
Hierarchical Language Model Design For Interpretable Graph Reasoning

Sambhav Khurana, Xiner Li, Shurui Gui, Shuiwang Ji

Action editor: Sheng Li

https://openreview.net/forum?id=F74rZKJXfm

#graphs #graph #hierarchical
November 18, 2025 at 9:18 PM
tmlr-pub.bsky.social
Genetic-Evolutionary Graph Neural Networks: A Paradigm for Improved Graph Representation Learning

Haimin ZHANG, Min Xu

Action editor: Giannis Nikolentzos

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

#graphs #graph #embeddings
November 18, 2025 at 5:18 PM
tmlr-pub.bsky.social
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems

Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum et al.

Action editor: Niki Kilbertus

https://openreview.net/forum?id=1k833OTHpI

#ai #trustworthy #ethical
November 18, 2025 at 1:18 PM
tmlr-pub.bsky.social
On the Challenges and Opportunities in Generative AI

Laura Manduchi, Clara Meister, Kushagra Pandey et al.

Action editor: Bamdev Mishra

https://openreview.net/forum?id=NeS9Kj2JwF

#generative #synthesizing #deep
November 18, 2025 at 9:18 AM
tmlr-pub.bsky.social
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Different...

Leonid Boytsov, Ameya Joshi, Filipe Condessa

Action editor: Pin-Yu Chen

https://openreview.net/forum?id=kt7Am2wHlm

#adversarial #adversarially #imagenet
November 18, 2025 at 5:18 AM
tmlr-pub.bsky.social
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs

Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy et al.

Action editor: Sanghyuk Chun

https://openreview.net/forum?id=FvA0UMw9X2

#supervised #recognition #multimodal
November 18, 2025 at 1:18 AM
tmlr-pub.bsky.social
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Lear...

Nurbek Tastan, Samuel Horváth, Karthik Nandakumar

Action editor: Zachary Charles

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

#collaborative #collaborators #sharing
November 17, 2025 at 9:18 PM