TMLR Submissions

When Are Bias-Free ReLU Networks Effectively Linear Networks?
Yedi Zhang, Andrew M Saxe, Peter E. Latham
- Published: 24 Apr 2025, Last Modified: 24 Apr 2025
- Accepted by TMLR
- Readers: Everyone
From Mean to Extreme: Formal Differential Privacy Bounds on the Success of Real-World Data Reconstruction Attacks
TMLR Paper4081 Authors
- 29 Jan 2025 (modified: 28 May 2025)
- Under review for TMLR
- Readers: Everyone
Robust Reinforcement Learning in a Sample-Efficient Setting
TMLR Paper4080 Authors
- 29 Jan 2025 (modified: 13 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Preferential Multi-Objective Bayesian Optimization
Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron Ames, Yisong Yue
- Published: 12 May 2025, Last Modified: 12 May 2025
- Accepted by TMLR
- Readers: Everyone
Unified Preference Optimization: Language Model Alignment Beyond the Preference Frontier
Anirudhan Badrinath, Prabhat Agarwal, Jiajing Xu
- Published: 08 Jun 2025, Last Modified: 08 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics
Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen
- Published: 12 Jun 2025, Last Modified: 12 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Deep Learning and Foundation Models for Weather Prediction: A Survey
TMLR Paper4075 Authors
- 28 Jan 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Image Polysemy in Contrastive Vision-Language Learning
TMLR Paper4074 Authors
- 28 Jan 2025 (modified: 28 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
Zifeng Ding, Yifeng Li, Yuan He, Antonio Norelli, Jingcheng Wu, Volker Tresp, Michael M. Bronstein, Yunpu Ma
- Published: 19 May 2025, Last Modified: 19 May 2025
- Accepted by TMLR
- Readers: Everyone
The Influence of SGD noise on Lottery Ticket Performance
TMLR Paper4072 Authors
- 28 Jan 2025 (modified: 11 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Information Theoretic Guarantees For Policy Alignment In Large Language Models
Youssef Mroueh, Apoorva Nitsure
- Published: 27 May 2025, Last Modified: 27 May 2025
- Accepted by TMLR
- Readers: Everyone
A Theoretical Study of Neural Network Expressive Power via Manifold Topology
Jiachen Yao, Lingjie Yi, Mayank Goswami, Chao Chen
- Published: 11 May 2025, Last Modified: 11 May 2025
- Accepted by TMLR
- Readers: Everyone
Deep Koopman Learning using Noisy Data
Wenjian Hao, Devesh Upadhyay, Shaoshuai Mou
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- Accepted by TMLR
- Readers: Everyone
MiniFold: Simple, Fast, and Accurate Protein Structure Prediction
Jeremy Wohlwend, Mateo Reveiz, Matt McPartlon, Axel Feldmann, Wengong Jin, Regina Barzilay
- Published: 25 Apr 2025, Last Modified: 25 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Dynamic Schwartz-Fourier Neural Operator for Enhanced Expressive Power
Wenhan Gao, Jian Luo, Ruichen Xu, Yi Liu
- Published: 02 Jun 2025, Last Modified: 02 Jun 2025
- Accepted by TMLR
- Readers: Everyone
How vulnerable is my policy? Adversarial attacks on modern behavior cloning policies
TMLR Paper4066 Authors
- 27 Jan 2025 (modified: 27 May 2025)
- Rejected by TMLR
- Readers: Everyone
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach
Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis
- Published: 10 Jun 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection
TMLR Paper4064 Authors
- 27 Jan 2025 (modified: 14 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Quantile Activation: Correcting a failure mode of traditional ML models
Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha
- Published: 07 Apr 2025, Last Modified: 07 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning
Kai Yi, Laurent Condat, Peter Richtárik
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Deep Ensembles Secretly Perform Empirical Bayes
TMLR Paper4061 Authors
- 26 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach
MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham, Tatsuyoshi Ikenoue, Shingo Fukuma, Shohei Shimizu, Akiyoshi Sannai
- Published: 10 May 2025, Last Modified: 10 May 2025
- Accepted by TMLR
- Readers: Everyone
End-to-end Training for Text-to-Image Synthesis using Dual-Text Embeddings
Yeruru Asrar Ahmed, Anurag Mittal
- Published: 11 Jun 2025, Last Modified: 11 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Latent mixed-effect models for high-dimensional longitudinal data
Priscilla Ong, Manuel Haussmann, Otto Lönnroth, Harri Lähdesmäki
- Published: 24 May 2025, Last Modified: 24 May 2025
- Accepted by TMLR
- Readers: Everyone
Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding
TMLR Paper4056 Authors
- 26 Jan 2025 (modified: 28 May 2025)
- Under review for TMLR
- Readers: Everyone