TMLR Submissions

Inherently Robust Control through Maximum-Entropy Learning-Based Rollout
TMLR Paper5552 Authors
- 05 Aug 2025 (modified: 06 Aug 2025)
- Under review for TMLR
- Readers: Everyone
An Operator Analysis Approach on Stochastic Differential Equations (SDEs)-Based Diffusion Generative Models
TMLR Paper5550 Authors
- 05 Aug 2025 (modified: 06 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Harmonic Loss Trains Interpretable AI Models
TMLR Paper5549 Authors
- 05 Aug 2025 (modified: 06 Aug 2025)
- Under review for TMLR
- Readers: Everyone
A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees
TMLR Paper5540 Authors
- 03 Aug 2025 (modified: 04 Aug 2025)
- Under review for TMLR
- Readers: Everyone
The Performance Of The Unadjusted Langevin Algorithm Without Smoothness Assumptions
TMLR Paper5535 Authors
- 02 Aug 2025 (modified: 03 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Convergence Aspects of Hybrid Kernel SVGD
TMLR Paper5528 Authors
- 01 Aug 2025 (modified: 06 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Networked Communication for Decentralised Agents in Mean-Field Games
TMLR Paper5527 Authors
- 01 Aug 2025 (modified: 05 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode Representations
TMLR Paper5526 Authors
- 01 Aug 2025 (modified: 04 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Rethinking Memory in Continual Learning: Beyond a Monolithic Store of the Past
TMLR Paper5523 Authors
- 01 Aug 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Torque-Aware Momentum
TMLR Paper5519 Authors
- 31 Jul 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Batched Nonparametric Bandits via k-Nearest Neighbor UCB
TMLR Paper5516 Authors
- 31 Jul 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Multimodal Deception in Explainable AI: Concept-Level Backdoor Attacks on Concept Bottleneck Models
TMLR Paper5515 Authors
- 31 Jul 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Accumulator-Aware Post-Training Quantization for Large Language Models
TMLR Paper5512 Authors
- 31 Jul 2025 (modified: 04 Aug 2025)
- Under review for TMLR
- Readers: Everyone
IGNIS: A Robust Neural Network Framework for Constrained Parameter Estimation in Archimedean Copulas
TMLR Paper5511 Authors
- 30 Jul 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
MTMT: Tiered Treatment Effect Decomposition for Multi-Task Uplift Modeling
TMLR Paper5509 Authors
- 30 Jul 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment
TMLR Paper5508 Authors
- 30 Jul 2025 (modified: 04 Aug 2025)
- Under review for TMLR
- Readers: Everyone
On the Expressiveness of Softmax Attention: A Recurrent Neural Network Perspective
TMLR Paper5507 Authors
- 30 Jul 2025 (modified: 03 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Unveiling Transfer Learning Effectiveness Through Latent Feature Distributions
TMLR Paper5506 Authors
- 30 Jul 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Whisper Smarter, not Harder: Adversarial Attack on Partial Suppression
TMLR Paper5505 Authors
- 30 Jul 2025 (modified: 05 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
TMLR Paper5503 Authors
- 30 Jul 2025 (modified: 05 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Less Can Be More: Rethinking Message-Passing for Algorithmic Alignment on Graphs
TMLR Paper5502 Authors
- 30 Jul 2025 (modified: 03 Aug 2025)
- Under review for TMLR
- Readers: Everyone
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling
TMLR Paper5500 Authors
- 29 Jul 2025 (modified: 07 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Adapting Language Models to Produce Reliable Class Probabilities in Classification Tasks
TMLR Paper5498 Authors
- 29 Jul 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Proper Orthogonal Decomposition for Scalable Training of Graph Neural Networks
TMLR Paper5497 Authors
- 29 Jul 2025 (modified: 02 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Divide and Merge: Motion and Semantic Learning in End-to-End Autonomous Driving
TMLR Paper5493 Authors
- 29 Jul 2025 (modified: 31 Jul 2025)
- Under review for TMLR
- Readers: Everyone