TMLR Submissions

Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement
Jonathan Pirnay, Dominik G. Grimm
- Published: 11 Jun 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
Moshe Kimhi, Shai Kimhi, Evgenii Zheltonozhskii, Or Litany, Chaim Baskin
- Published: 03 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
TMLR Paper2432 Authors
- 27 Mar 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
GPEN: Global Positional Encoding Network for Graphs
TMLR Paper2431 Authors
- 27 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
C3DM: Constrained-Context Conditional Diffusion Models for Imitation Learning
Vaibhav Saxena, Yotto koga, Danfei Xu
- Published: 15 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies
Zhongrui Gui, Shuyang Sun, Runjia Li, Jianhao Yuan, Zhaochong An, Karsten Roth, Ameya Prabhu, Philip Torr
- Published: 10 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
In-context Learning with Retrieved Demonstrations for Language Models: A Survey
Man Luo, Xin Xu, Yue Liu, Panupong Pasupat, Mehran Kazemi
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- Accepted by TMLR
- Readers: Everyone
On the Notion of Image Memorability of Pattern Recognition Machines
TMLR Paper2426 Authors
- 25 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods
El Mahdi Chayti, Martin Jaggi, Nikita Doikov
- Published: 09 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series
TMLR Paper2424 Authors
- 25 Mar 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift
Gina Wong, Joshua Gleason, Rama Chellappa, Yoav Wald, Anqi Liu
- Published: 27 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
- Published: 12 Jul 2024, Last Modified: 06 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Bayesian Quantification with Black-Box Estimators
Albert Ziegler, Paweł Czyż
- Published: 05 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning State Reachability as a Graph in Translation Invariant Goal-based Reinforcement Learning Tasks
Hedwin BONNAVAUD, Alexandre Albore, Emmanuel Rachelson
- Published: 26 Nov 2024, Last Modified: 26 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Hierarchically branched diffusion models leverage dataset structure for class-conditional generation
Alex M Tseng, Max W Shen, Tommaso Biancalani, Gabriele Scalia
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Kernel Perspective on Dynamic Mode Decomposition
Efrain Gonzalez, Moad Abudia, Michael Jury, Rushikesh Kamalapurkar, Joel A Rosenfeld
- Published: 08 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Byzantine-Resilient Decentralized Multi-Armed Bandits
Jingxuan Zhu, Alec Koppel, Alvaro Velasquez, Ji Liu
- Published: 19 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Synthesizing Tabular Data with Latent Semantic Regularization
TMLR Paper2415 Authors
- 23 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Making Translators Privacy-aware on the User's Side
Ryoma Sato
- Published: 10 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SQL-PaLM: Improved large language model adaptation for Text-to-SQL
Ruoxi Sun, Sercan O Arik, Alexandre Muzio, Lesly Miculicich, Satya Kesav Gundabathula, Pengcheng Yin, Hanjun Dai, Hootan Nakhost, Rajarishi Sinha, Zifeng Wang, Tomas Pfister
- Published: 22 Nov 2024, Last Modified: 22 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Simple Imputation Rules for Prediction with Missing Data: Theoretical Guarantees vs. Empirical Performance
Dimitris Bertsimas, Arthur Delarue, Jean Pauphilet
- Published: 04 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Multiple Kronecker RLS fusion-based link propagation for drug-side effect prediction
Yuqing Qian, Ziyu Zheng, Prayag Tiwari, Yijie Ding, Quan Zou
- Published: 14 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Meta Learning for Support Recovery of High-Dimensional Ising Models
Huiming Xie, Jean Honorio
- Published: 04 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SEAL: Simultaneous Label Hierarchy Exploration And Learning
Zhiquan Tan, Zihao Wang, Yifan Zhang
- Published: 23 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
State-Separated SARSA: A Practical Sequential Decision-Making Algorithm with Recovering Rewards
TMLR Paper2407 Authors
- 22 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone