TMLR Submissions

An Efficient One-Class SVM for Novelty Detection in IoT
Kun Yang, Samory Kpotufe, Nick Feamster
- Published: 15 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Generative Adversarial Neural Operators
Md Ashiqur Rahman, Manuel A Florez, Anima Anandkumar, Zachary E Ross, Kamyar Azizzadenesheli
- Published: 12 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
- Published: 14 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
If your data distribution shifts, use self-learning
Evgenia Rusak, Steffen Schneider, George Pachitariu, Luisa Eck, Peter Vincent Gehler, Oliver Bringmann, Wieland Brendel, Matthias Bethge
- Published: 29 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reinventing Policy Iteration under Time Inconsistency
Nixie S Lesmana, Huangyuan Su, Chi Seng Pun
- Published: 25 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
An Attract-Repel Decomposition of Undirected Networks
TMLR Paper315 Authors
- 28 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Measuring and mitigating interference in reinforcement learning
TMLR Paper314 Authors
- 28 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Sequentially learning the topological ordering of directed acyclic graphs with likelihood ratio scores
Gabriel Ruiz, OSCAR HERNAN MADRID PADILLA, Qing Zhou
- Published: 22 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Federated Learning with Heterogeneous Differential Privacy
TMLR Paper312 Authors
- 28 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach
TMLR Paper311 Authors
- 28 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Robustness through Data Augmentation Loss Consistency
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
- Published: 25 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reasonable Effectiveness of Random Weighting: A Litmus Test for Multi-Task Learning
Baijiong Lin, Feiyang Ye, Yu Zhang, Ivor Tsang
- Published: 26 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Dual Regularized Optimal Transport
TMLR Paper307 Authors
- 27 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unsupervised Learning of Neurosymbolic Encoders
Eric Zhan, Jennifer J. Sun, Ann Kennedy, Yisong Yue, Swarat Chaudhuri
- Published: 22 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Policy Optimization with Distributional Constraints: An Optimal Transport View
TMLR Paper305 Authors
- 27 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Towards Bridging the gap between Empirical and Certified Robustness against Adversarial Examples
TMLR Paper303 Authors
- 27 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Linear algebra with transformers
Francois Charton
- Published: 28 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Benchmarking Progress to Infant-Level Physical Reasoning in AI
Luca Weihs, Amanda Yuile, Renée Baillargeon, Cynthia Fisher, Gary Marcus, Roozbeh Mottaghi, Aniruddha Kembhavi
- Published: 28 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning with Kan Extensions
TMLR Paper300 Authors
- 26 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
EdiBERT: a generative model for image editing
Thibaut Issenhuth, Ugo Tanielian, Jeremie Mary, David Picard
- Published: 04 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Data Budgeting for Machine Learning
TMLR Paper298 Authors
- 26 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Active Learning of Ordinal Embeddings: A User Study on Football Data
Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Bjoern Eskofier, Christopher John Rozell, Christopher Mutschler
- Published: 13 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Variational Auto-encoders for Causal Inference
TMLR Paper296 Authors
- 25 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Approximate Policy Iteration with Bisimulation Metrics
Mete Kemertas, Allan Douglas Jepson
- Published: 12 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Online Double Oracle
Le Cong Dinh, Stephen Marcus McAleer, Zheng Tian, Nicolas Perez-Nieves, Oliver Slumbers, David Henry Mguni, Jun Wang, Haitham Bou Ammar, Yaodong Yang
- Published: 04 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone