TMLR Submissions

Neural Logic Networks for Interpretable Classification
TMLR Paper3873 Authors
- 07 Jan 2025 (modified: 09 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Exploiting Open-World Data for Adaptive Continual Learning
TMLR Paper3870 Authors
- 07 Jan 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
- Published: 02 Apr 2025, Last Modified: 02 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Approximation, Estimation and Optimization Errors for a Deep Neural Network
TMLR Paper3868 Authors
- 07 Jan 2025 (modified: 22 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Simplifying Actor-Critic Reinforcement Learning: Mitigating Overestimation Bias with a Single Distributional Critic
TMLR Paper3867 Authors
- 07 Jan 2025 (modified: 25 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Statistical Error Bounds for GANs with Nonlinear Objective Functionals
Jeremiah Birrell
- Published: 18 May 2025, Last Modified: 18 May 2025
- Accepted by TMLR
- Readers: Everyone
Do Generative Models Learn Rare Generative Factors?
TMLR Paper3865 Authors
- 07 Jan 2025 (modified: 30 May 2025)
- Under review for TMLR
- Readers: Everyone
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
Nisha L. Raichur, Lucas Heublein, Tobias Feigl, Alexander Rügamer, Christopher Mutschler, Felix Ott
- Published: 05 Apr 2025, Last Modified: 05 Apr 2025
- Accepted by TMLR
- Readers: Everyone
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling
Can Chen, Gabriel L. Oliveira, Hossein Sharifi-Noghabi, Tristan Sylvain
- Published: 26 Apr 2025, Last Modified: 26 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Minimizing Polarization from Partially to Fully Observable Initial Opinions
TMLR Paper3861 Authors
- 07 Jan 2025 (modified: 18 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods
Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig
- Published: 23 Apr 2025, Last Modified: 23 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees
Jiahe Lin, Yikai Zhang, George Michailidis
- Published: 26 Apr 2025, Last Modified: 26 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Video Anomaly Detection with Contours - A Study
TMLR Paper3855 Authors
- 07 Jan 2025 (modified: 25 Mar 2025)
- Withdrawn by Authors
- Readers: Everyone
Node Classification With Reject Option
Uday Bhaskar Kuchipudi, Jayadratha Gayen, Charu Sharma, Naresh Manwani
- Published: 17 May 2025, Last Modified: 17 May 2025
- Accepted by TMLR
- Readers: Everyone
An Empirical Study on Information Extraction using Large Language Models
TMLR Paper3853 Authors
- 07 Jan 2025 (modified: 18 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
A Vector Bernstein Inequality for Self-Normalized Martingales
Ingvar Ziemann
- Published: 27 Mar 2025, Last Modified: 27 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Learning General Representation of 12-Lead Electrocardiogram With a Joint-Embedding Predictive Architecture
TMLR Paper3851 Authors
- 07 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning
TMLR Paper3850 Authors
- 07 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Network Depth and Inductive Bias in Convolutional Neural Networks
TMLR Paper3849 Authors
- 07 Jan 2025 (modified: 21 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Positive-First Most Ambiguous: A Simple yet Efficient Active Learning Criterion for Novel Class Retrieval
TMLR Paper3848 Authors
- 07 Jan 2025 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Interactive Classification with Real-Time Contrastive Explanations
TMLR Paper3847 Authors
- 03 Dec 2024 (modified: 19 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Learning to Guide Human Decision Makers with Vision-Language Models
TMLR Paper3846 Authors
- 03 Dec 2024 (modified: 26 Apr 2025)
- Under review for TMLR
- Readers: Everyone
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review
Sofiane ENNADIR, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Unlearning Personal Data from a Single Image
Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
- Published: 07 Mar 2025, Last Modified: 07 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Lurie Networks with Robust Convergent Dynamics
Carl R Richardson, Matthew C. Turner, Steve R. Gunn
- Published: 08 May 2025, Last Modified: 08 May 2025
- Accepted by TMLR
- Readers: Everyone