TMLR Submissions

Trustworthy AI: Safety, Bias, and Privacy - A Survey
TMLR Paper5105 Authors
- 13 Jun 2025 (modified: 23 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision
TMLR Paper5104 Authors
- 13 Jun 2025 (modified: 19 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Privacy-Preserving Federated Learning With Selective Parameter Encryption
TMLR Paper5103 Authors
- 13 Jun 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment
TMLR Paper5098 Authors
- 12 Jun 2025 (modified: 20 Jul 2025)
- Under review for TMLR
- Readers: Everyone
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
TMLR Paper5097 Authors
- 12 Jun 2025 (modified: 16 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Temporal horizons in forecasting: a performance-learnability trade-off
TMLR Paper5096 Authors
- 12 Jun 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
CoNNect: Connectivity-Based Regularization for Structural Pruning of Neural Networks
TMLR Paper5095 Authors
- 12 Jun 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
TMLR Paper5094 Authors
- 12 Jun 2025 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Mixtures of Neural Cellular Automata: A Stochastic Frame- work for Growth Modelling and Self-Organization
TMLR Paper5093 Authors
- 12 Jun 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Byzantine-Robust and Hessian-Free Federated Bilevel Optimization
TMLR Paper5092 Authors
- 12 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Recurrent Natural Policy Gradient for POMDPs
TMLR Paper5091 Authors
- 12 Jun 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Tunable Domain Adaptation Using Unfolding
TMLR Paper5090 Authors
- 12 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
DRDT3: Diffusion-Refined Decision Test-Time Training Model
TMLR Paper5089 Authors
- 11 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
LIT-LVM: Structured Regularization for Interaction Terms in Linear Predictors using Latent Variable Models
TMLR Paper5087 Authors
- 11 Jun 2025 (modified: 02 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Simple and Nearly-Optimal Sampling for Rank-1 Tensor Completion via Gauss-Jordan
TMLR Paper5086 Authors
- 11 Jun 2025 (modified: 30 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning
TMLR Paper5085 Authors
- 11 Jun 2025 (modified: 19 Jun 2025)
- Under review for TMLR
- Readers: Everyone
VColRL: Learn to solve the Vertex Coloring Problem using Reinforcement Learning
TMLR Paper5083 Authors
- 11 Jun 2025 (modified: 27 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Memory Meets (Multi-Modal) Large Language Models: A Comprehensive Survey
TMLR Paper5081 Authors
- 11 Jun 2025 (modified: 21 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators
TMLR Paper5080 Authors
- 10 Jun 2025 (modified: 05 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
Identification of Average Outcome under Interventions in Confounded Additive Noise Models
TMLR Paper5079 Authors
- 10 Jun 2025 (modified: 23 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents
TMLR Paper5078 Authors
- 10 Jun 2025 (modified: 07 Aug 2025)
- Under review for TMLR
- Readers: Everyone
PSC: Posterior Sampling-Based Compression
TMLR Paper5077 Authors
- 10 Jun 2025 (modified: 12 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Flow-Attentional Graph Neural Networks
TMLR Paper5076 Authors
- 10 Jun 2025 (modified: 03 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Data-Driven Discovery of PDEs via the Adjoint Method
TMLR Paper5074 Authors
- 10 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
An Asymptotically Optimal Algorithm for the Convex Hull Membership Problem
TMLR Paper5072 Authors
- 10 Jun 2025 (modified: 29 Jul 2025)
- Under review for TMLR
- Readers: Everyone