TMLR Submissions

Proximal Regularization of Deep Residual Neural Networks with An Application to Genomic Prediction
TMLR Paper5294 Authors
- 04 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Explaining How Quantization Disparately Skews a Model
TMLR Paper5292 Authors
- 04 Jul 2025 (modified: 12 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Unlocking the matrix form of the Quaternion Fourier Transform and Quaternion Convolution: Properties, connections, and application to Lipschitz constant bounding
TMLR Paper5291 Authors
- 04 Jul 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
TMLR Paper5290 Authors
- 04 Jul 2025 (modified: 19 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Improving Generalization in ML models via Causal Interaction Constraints
TMLR Paper5289 Authors
- 04 Jul 2025 (modified: 18 Jul 2025)
- Under review for TMLR
- Readers: Everyone
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving
TMLR Paper5287 Authors
- 03 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Rethinking Conventional Wisdom in Machine Learning: From Generalization to Scaling
TMLR Paper5286 Authors
- 03 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Knowledge Distillation via Salient Feature Masking
TMLR Paper5285 Authors
- 03 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
A Mean Field Reinforcement Learning Approach to Large-Scale Vehicle Routing Problems
TMLR Paper5284 Authors
- 03 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Learning few-step posterior samplers by unfolding and distillation of diffusion models
TMLR Paper5283 Authors
- 03 Jul 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Accelerated Training on Low-Power Edge Devices
TMLR Paper5282 Authors
- 03 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
An Evolutionary Algorithm for Black-Box Adversarial Attack Against Explainable Methods
TMLR Paper5281 Authors
- 03 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm
TMLR Paper5280 Authors
- 03 Jul 2025 (modified: 19 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Active Prompt Learning with Vision-Language Model Priors
TMLR Paper5278 Authors
- 03 Jul 2025 (modified: 19 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Distributed Hierarchical Decomposition Framework for Multimodal Timeseries Prediction
TMLR Paper5277 Authors
- 03 Jul 2025 (modified: 11 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models
TMLR Paper5276 Authors
- 03 Jul 2025 (modified: 29 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Exponential tilting of subweibull distributions
TMLR Paper5275 Authors
- 02 Jul 2025 (modified: 12 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning
TMLR Paper5274 Authors
- 02 Jul 2025 (modified: 10 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Koopman Embedded Equivariant Control
TMLR Paper5273 Authors
- 02 Jul 2025 (modified: 10 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Choose Your Model Size: Any Compression of Large Language Models Without Re-Computation
TMLR Paper5272 Authors
- 02 Jul 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Uniﬁed People Tracking with Graph Neural Networks
TMLR Paper5271 Authors
- 02 Jul 2025 (modified: 18 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Improved CLIP Training Objective on Fine-Grained Tasks: Tackling False Negatives and Data Noise
TMLR Paper5270 Authors
- 02 Jul 2025 (modified: 28 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Empirical Comparison of Membership Inference Attacks in Deep Transfer Learning
TMLR Paper5268 Authors
- 02 Jul 2025 (modified: 04 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Subspace based Federated Unlearning
TMLR Paper5266 Authors
- 02 Jul 2025 (modified: 13 Jul 2025)
- Under review for TMLR
- Readers: Everyone
On the Importance of Pretraining Data Alignment for Atomic Property Prediction
TMLR Paper5265 Authors
- 02 Jul 2025 (modified: 05 Jul 2025)
- Under review for TMLR
- Readers: Everyone