TMLR Submissions

Quantile Activation: Correcting a failure mode of traditional ML models
Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha
- Published: 07 Apr 2025, Last Modified: 07 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning
Kai Yi, Laurent Condat, Peter Richtárik
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Deep Ensembles Secretly Perform Empirical Bayes
TMLR Paper4061 Authors
- 26 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach
MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham, Tatsuyoshi Ikenoue, Shingo Fukuma, Shohei Shimizu, Akiyoshi Sannai
- Published: 10 May 2025, Last Modified: 10 May 2025
- Accepted by TMLR
- Readers: Everyone
End-to-end Training for Text-to-Image Synthesis using Dual-Text Embeddings
Yeruru Asrar Ahmed, Anurag Mittal
- Published: 11 Jun 2025, Last Modified: 11 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Latent mixed-effect models for high-dimensional longitudinal data
Priscilla Ong, Manuel Haussmann, Otto Lönnroth, Harri Lähdesmäki
- Published: 24 May 2025, Last Modified: 24 May 2025
- Accepted by TMLR
- Readers: Everyone
Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding
TMLR Paper4056 Authors
- 26 Jan 2025 (modified: 02 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency
Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter Anthony Beerel
- Published: 02 May 2025, Last Modified: 02 May 2025
- Accepted by TMLR
- Readers: Everyone
Conflict-Aware Adversarial Training
TMLR Paper4053 Authors
- 25 Jan 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations
Xuelian Jiang, Tongtian Zhu, Yingxiang Xu, Can Wang, Yeyu Zhang, Fengxiang He
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios
Xiachong Feng, Longxu Dou, Minzhi Li, Qinghao Wang, Yu Guo, Haochuan Wang, Chang Ma, Lingpeng Kong
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Hyperparameters in Continual Learning: A Reality Check
Sungmin Cha, Kyunghyun Cho
- Published: 24 Apr 2025, Last Modified: 24 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Revisiting the Necessity of Graph Learning and Common Graph Benchmarks
TMLR Paper4049 Authors
- 25 Jan 2025 (modified: 22 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
On Learning Representations for Tabular Data Distillation
Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne
- Published: 04 Apr 2025, Last Modified: 05 Apr 2025
- Accepted by TMLR
- Readers: Everyone
What Matters in Transformers? Not All Attention is Needed
TMLR Paper4047 Authors
- 24 Jan 2025 (modified: 13 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Sparser, Better, Faster, Stronger: Sparsity Detection for Efficient Automatic Differentiation
Adrian Hill, Guillaume Dalle
- Published: 05 Jun 2025, Last Modified: 05 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Optimal Strategies for Federated Learning Maintaining Client Privacy
TMLR Paper4045 Authors
- 24 Jan 2025 (modified: 22 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Match or Replay: Self Imitating Proximal Policy
TMLR Paper4044 Authors
- 24 Jan 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
Distributionally Robust Coreset Selection under Covariate Shift
Tomonari Tanaka, Hiroyuki Hanada, Hanting Yang, Aoyama Tatsuya, Yu Inatsu, Akahane Satoshi, Yoshito Okura, Noriaki Hashimoto, Taro Murayama, Hanju Lee, Shinya Kojima, Ichiro Takeuchi
- Published: 14 Jun 2025, Last Modified: 14 Jun 2025
- Accepted by TMLR
- Readers: Everyone
OmniInput: An Evaluation Framework for Deep Learning Models on Internet-Scale Data
TMLR Paper4040 Authors
- 23 Jan 2025 (modified: 10 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
Generative Topological Networks
TMLR Paper4039 Authors
- 23 Jan 2025 (modified: 12 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation
TMLR Paper4038 Authors
- 23 Jan 2025 (modified: 05 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Overcoming Knowledge Barriers: Online Imitation Learning from Visual Observation with Pretrained World Models
Xingyuan Zhang, Philip Becker-Ehmck, Patrick van der Smagt, Maximilian Karl
- Published: 23 Apr 2025, Last Modified: 23 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Large Language Model-Brained GUI Agents: A Survey
Chaoyun Zhang, Shilin He, Jiaxu Qian, Bowen Li, Liqun Li, Si Qin, Yu Kang, Minghua Ma, Guyue Liu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
- Published: 12 Jun 2025, Last Modified: 12 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Quasipseudometric Value Functions with Dense Rewards
TMLR Paper4035 Authors
- 22 Jan 2025 (modified: 11 Apr 2025)
- Rejected by TMLR
- Readers: Everyone