TMLR Submissions

RLTF: Reinforcement Learning from Unit Test Feedback
Jiate Liu, Yiqin Zhu, Kaiwen Xiao, QIANG FU, Xiao Han, Yang Wei, Deheng Ye
- Published: 10 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Wrapped $\beta$-Gaussians with compact support for exact probabilistic modeling on manifolds
Sergey Troshin, Vlad Niculae
- Published: 05 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation
Rustem Islamov, Xun Qian, Slavomir Hanzely, Mher Safaryan, Peter Richtárik
- Published: 17 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Design of the topology for contrastive visual-textual alignment
TMLR Paper1349 Authors
- 06 Jul 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization
Runlong Zhou, Zelin He, Yuandong Tian, Yi Wu, Simon Shaolei Du
- Published: 06 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Invariant Structure Learning for Better Generalization and Causal Explainability
Yunhao Ge, Sercan O Arik, Jinsung Yoon, Ao Xu, Laurent Itti, Tomas Pfister
- Published: 10 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on Transformers in Reinforcement Learning
Wenzhe Li, Hao Luo, Zichuan Lin, Chongjie Zhang, Zongqing Lu, Deheng Ye
- Published: 19 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Semi-Supervised Single Domain Generalization with Label-Free Adversarial Data Augmentation
Ronghang Zhu, Xiang Yu, Sheng Li
- Published: 04 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Invertible Hierarchical Generative Model for Images
Heikki Timonen, Miika Aittala, Jaakko Lehtinen
- Published: 16 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Evaluating Human-Language Model Interaction
Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, Rose E Wang, Minae Kwon, Joon Sung Park, Hancheng Cao, Tony Lee, Rishi Bommasani, Michael S. Bernstein, Percy Liang
- Published: 10 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Out-of-distribution Detection with Test Time Augmentation and Consistency Evaluation
TMLR Paper1342 Authors
- 01 Jul 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting
Viraj Uday Prabhu, David Acuna, Rafid Mahmood, Marc T. Law, Yuan-Hong Liao, Judy Hoffman, Sanja Fidler, James Lucas
- Published: 04 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MARS: A Motif-based Autoregressive Model for Retrosynthesis Prediction
TMLR Paper1340 Authors
- 30 Jun 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
When Less is More: Simplifying Inputs Aids Neural Network Understanding
TMLR Paper1339 Authors
- 30 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Causal Reinforcement Learning: A Survey
Zhihong Deng, Jing Jiang, Guodong Long, Chengqi Zhang
- Published: 30 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning
Arundhati Banerjee, Soham Rajesh Phade, Stefano Ermon, Stephan Zheng
- Published: 27 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On Perfect Clustering for Gaussian Processes
Juan Cuesta-Albertos, Subhajit Dutta
- Published: 26 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Relating graph auto-encoders to linear models
Solveig Klepper, Ulrike von Luxburg
- Published: 27 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
FEATHERS: Federated Architecture and Hyperparameter Search
TMLR Paper1332 Authors
- 28 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Generalization in Cooperative Multi-Agent Systems
TMLR Paper1331 Authors
- 28 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
When does knowledge distillation improve robustness?
TMLR Paper1330 Authors
- 27 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Simple Unified Method for Node Classification on Homophilous and Heterophilous Graphs
TMLR Paper1329 Authors
- 27 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
The Slingshot Effect: A Late-Stage Optimization Anomaly in Adaptive Gradient Methods
Vimal Thilak, Etai Littwin, Shuangfei Zhai, Omid Saremi, Roni Paiss, Joshua M. Susskind
- Published: 22 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Multi-view Data Visualisation via Manifold Learning
TMLR Paper1327 Authors
- 26 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Variation-aware Vision Transformer Quantization
TMLR Paper1326 Authors
- 25 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone