TMLR Submissions

Recurrent Natural Policy Gradient for POMDPs
TMLR Paper5091 Authors
- 12 Jun 2025 (modified: 17 Jun 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: 15 Jun 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: 21 Jun 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: 13 Jun 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: 12 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: 21 Jun 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
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
ViTime: Foundation Model for Time Series Forecasting Powered by Vision Intelligence
TMLR Paper5071 Authors
- 10 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Learning Criticality: Statistical Limits of Predicting Phase Transitions in Random Networks
TMLR Paper5067 Authors
- 09 Jun 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations
TMLR Paper5065 Authors
- 09 Jun 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
TFAR: A Training-Free Framework for Autonomous Reliable Reasoning in Visual Question Answering
TMLR Paper5064 Authors
- 09 Jun 2025 (modified: 21 Jun 2025)
- Under review for TMLR
- Readers: Everyone
LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation
TMLR Paper5063 Authors
- 09 Jun 2025 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
TMLR Paper5061 Authors
- 09 Jun 2025 (modified: 16 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Differentially Private Clustered Federated Learning
TMLR Paper5060 Authors
- 09 Jun 2025 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
IndicFake Meets SAFARI-LLM: Unifying Semantic and Acoustic Intelligence for Multilingual Deepfake Detection
TMLR Paper5058 Authors
- 09 Jun 2025 (modified: 17 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Combining Machine Learning Defenses without Conflicts
TMLR Paper5057 Authors
- 08 Jun 2025 (modified: 09 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Discrete Audio Tokens: More Than a Survey!
TMLR Paper5055 Authors
- 08 Jun 2025 (modified: 10 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Mamba State-Space Models Are Lyapunov-Stable Learners
TMLR Paper5050 Authors
- 06 Jun 2025 (modified: 21 Jun 2025)
- Under review for TMLR
- Readers: Everyone
PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization
TMLR Paper5049 Authors
- 06 Jun 2025 (modified: 18 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Ensembling Improves Training Data Attribution
TMLR Paper5048 Authors
- 06 Jun 2025 (modified: 16 Jun 2025)
- Under review for TMLR
- Readers: Everyone