TMLR Submissions

Future-aware Safe Active Learning of Time Varying Systems using Gaussian Processes
Markus Lange-Hegermann, Christoph Zimmer
- Published: 22 Apr 2025, Last Modified: 22 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Towards Principled Benchmarking of Non-tabular Reinforcement learning
TMLR Paper3484 Authors
- 13 Oct 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers
Peter Ochieng
- Published: 29 Apr 2025, Last Modified: 29 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Speech Separation based on pre-trained model and Deep Modularization
TMLR Paper3481 Authors
- 12 Oct 2024 (modified: 10 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
The Sparse Matrix-Based Random Projection: A Study of Binary and Ternary Quantization
Weizhi Lu, Zhongzheng Li, Mingrui Chen, Weiyu Li
- Published: 18 Feb 2025, Last Modified: 19 Feb 2025
- Accepted by TMLR
- Readers: Everyone
A Strong Baseline for Molecular Few-Shot Learning
Philippe Formont, Hugo Jeannin, Pablo Piantanida, Ismail Ben Ayed
- Published: 16 Feb 2025, Last Modified: 16 Feb 2025
- Accepted by TMLR
- Readers: Everyone
End-to-end Planner Training for Language Modeling
TMLR Paper3476 Authors
- 11 Oct 2024 (modified: 19 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models
Zhiyu Guo, Hidetaka Kamigaito, Taro Watanabe
- Published: 20 Jan 2025, Last Modified: 20 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Graph Pooling via Ricci Flow
Amy Feng, Melanie Weber
- Published: 31 Dec 2024, Last Modified: 31 Dec 2024
- Accepted by TMLR
- Readers: Everyone
MSBoost: Using Model Selection with Multiple Base Estimators for Gradient Boosting
TMLR Paper3473 Authors
- 10 Oct 2024 (modified: 28 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
LD3M: Latent Dataset Distillation with Diffusion Models
TMLR Paper3472 Authors
- 10 Oct 2024 (modified: 19 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
REX: GPU-Accelerated Sim2Real Framework with Delay and Dynamics Estimation
Bas van der Heijden, Jens Kober, Robert Babuska, Laura Ferranti
- Published: 04 Feb 2025, Last Modified: 04 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Optimizing Estimators of Squared Calibration Errors in Classification
Sebastian Gregor Gruber, Francis R. Bach
- Published: 04 Mar 2025, Last Modified: 04 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures
TMLR Paper3467 Authors
- 09 Oct 2024 (modified: 03 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
BELLA: Black-box model Explanations by Local Linear Approximations
TMLR Paper3466 Authors
- 09 Oct 2024 (modified: 25 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Balancing Model Performance and Rapid Personalization in Federated Learning with Learning Rate Scheduling
TMLR Paper3465 Authors
- 09 Oct 2024 (modified: 12 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates
Stefano Bruno, Ying Zhang, Dongyoung Lim, Omer Deniz Akyildiz, Sotirios Sabanis
- Published: 14 Feb 2025, Last Modified: 14 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach
TMLR Paper3463 Authors
- 09 Oct 2024 (modified: 16 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Can AI-Generated Text be Reliably Detected? Stress Testing AI Text Detectors Under Various Attacks
Vinu Sankar Sadasivan, Aounon Kumar, Sriram Balasubramanian, Wenxiao Wang, Soheil Feizi
- Published: 23 Jan 2025, Last Modified: 23 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Towards LifeSpan Cognitive Systems
Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian McAuley
- Published: 21 Jan 2025, Last Modified: 21 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators
Sanjeev Raja, Ishan Amin, Fabian Pedregosa, Aditi S. Krishnapriyan
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- Accepted by TMLR
- Readers: Everyone
νSAM: Memory-Efficient Sharpness-Aware Minimization via Nuclear Norm Constraints
Thomas Pethick, Parameswaran Raman, Lenon Minorics, Mingyi Hong, Shoham Sabach, Volkan Cevher
- Published: 17 Jan 2025, Last Modified: 17 Jan 2025
- Accepted by TMLR
- Readers: Everyone
A noise-corrected Langevin algorithm and sampling by half-denoising
TMLR Paper3457 Authors
- 08 Oct 2024 (modified: 11 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Hallucination is Inevitable: An Innate Limitation of Large Language Models
TMLR Paper3456 Authors
- 08 Oct 2024 (modified: 03 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Generated Contents Enrichment
TMLR Paper3455 Authors
- 07 Oct 2024 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone