TMLR Submissions

Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition
TMLR Paper4920 Authors
- 23 May 2025 (modified: 21 Aug 2025)
- Under review for TMLR
- Readers: Everyone
FLASC: Federated LoRA with Sparse Communication
TMLR Paper4919 Authors
- 23 May 2025 (modified: 09 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems
Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine A Lebel, John T. Lysack, Leslie Salgado, Emma A.M. Stanley, Roberto Souza, Ronnie de Souza Santos, Lana Wells et al. (5 additional authors not shown)
- Published: 22 Aug 2025, Last Modified: 22 Aug 2025
- Accepted by TMLR
- Readers: Everyone
GeMS: Efficient Gaussian Splatting for Extreme Motion Blur
TMLR Paper4917 Authors
- 22 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection
TMLR Paper4915 Authors
- 22 May 2025 (modified: 11 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Improving Adversarial Training for Two-player Competitive Games via Episodic Reward Engineering
TMLR Paper4914 Authors
- 22 May 2025 (modified: 06 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Robustness in Large Language Models: A Survey of Mitigation Strategies and Evaluation Metrics
TMLR Paper4912 Authors
- 22 May 2025 (modified: 10 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Two Is Better Than One: Aligned Representation Pairs for Anomaly Detection
Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt
- Published: 16 Sept 2025, Last Modified: 16 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Bi-Mamba: Towards Accurate 1-Bit State Space Model
TMLR Paper4910 Authors
- 22 May 2025 (modified: 02 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Exploiting Space Folding by Neural Networks
TMLR Paper4908 Authors
- 22 May 2025 (modified: 01 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
Robust Invariant Representation Learning by Distribution Extrapolation
TMLR Paper4907 Authors
- 22 May 2025 (modified: 29 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Similarity-Distance-Magnitude Activations
TMLR Paper4906 Authors
- 21 May 2025 (modified: 20 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
TMLR Paper4905 Authors
- 21 May 2025 (modified: 02 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Class-Incremental Segmentation Learning via Expanding Visual Transformers
TMLR Paper4903 Authors
- 21 May 2025 (modified: 13 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models
Kai Yi, Georg Meinhardt, Laurent Condat, Peter Richtárik
- Published: 11 Sept 2025, Last Modified: 11 Sept 2025
- Accepted by TMLR
- Readers: Everyone
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives
Armin Saghafian, Amirmohammad Izadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah
- Published: 15 Aug 2025, Last Modified: 15 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Spurious Privacy Leakage in Neural Networks
Chenxiang Zhang, Jun Pang, Sjouke Mauw
- Published: 31 Aug 2025, Last Modified: 31 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Iterative Improvements Based on Ground Truth: Building LLM Agents in the Era of Experience Inspired by Games AI
TMLR Paper4897 Authors
- 20 May 2025 (modified: 13 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
k-NN as a Simple and Effective Estimator of Transferability
TMLR Paper4896 Authors
- 20 May 2025 (modified: 01 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture
TMLR Paper4895 Authors
- 20 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
RePrompt: Reflection-based Automatic Prompting for LLM Agents
TMLR Paper4892 Authors
- 19 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Amdahl’s Law for LLMs: A Throughput-Centric Analysis of Extreme LLM Quantization
Jinendra Malekar, Ramtin Zand
- Published: 15 Sept 2025, Last Modified: 15 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Uncertainty Estimation via Sensitivity-Guided Subnetwork Selection for Scalable Variational Inference
TMLR Paper4889 Authors
- 19 May 2025 (modified: 01 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Beyond Marginals: Learning Joint Spatio-Temporal Patterns for Multivariate Anomaly Detection
TMLR Paper4888 Authors
- 19 May 2025 (modified: 11 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Long-Term Fairness Without Utility Deterioration
TMLR Paper4887 Authors
- 19 May 2025 (modified: 27 Aug 2025)
- Rejected by TMLR
- Readers: Everyone