TMLR Submissions

Coordinate Transform Fourier Neural Operators for Symmetries in Physical Modelings
Wenhan Gao, Ruichen Xu, Hong Wang, Yi Liu
- Published: 16 Oct 2024, Last Modified: 16 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Benchmarking Offline Reinforcement Learning in Factorisable Action Spaces
TMLR Paper2503 Authors
- 10 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach
TMLR Paper2502 Authors
- 10 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling
TMLR Paper2501 Authors
- 10 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
- Published: 29 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Hyperparameter Selection in Continual Learning
TMLR Paper2499 Authors
- 09 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Exploiting Edge Features in Graph-based Learning with Fused Network Gromov-Wasserstein Distance
Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc
- Published: 17 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Enhancing the Explainability of Gradient Boosting for Regression Problems through Comparable Samples Selection
TMLR Paper2497 Authors
- 09 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Guarantees of confidentiality via Hammersley-Chapman-Robbins bounds
Kamalika Chaudhuri, Chuan Guo, Laurens van der Maaten, Saeed Mahloujifar, Mark Tygert
- Published: 27 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improved rate for Locally Differentially Private Linear Bandits
TMLR Paper2495 Authors
- 08 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Federated Learning Under Second-Order Data Heterogeneity
TMLR Paper2494 Authors
- 08 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
DFML: Decentralized Federated Mutual Learning
Yasser H. Khalil, Amir Hossein Estiri, Mahdi Beitollahi, Nader Asadi, Sobhan Hemati, Xu Li, Guojun Zhang, Xi Chen
- Published: 14 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
- Published: 10 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Autoencoding Hyperbolic Representation for Adversarial Generation
Eric Qu, Dongmian Zou
- Published: 08 Nov 2024, Last Modified: 29 Nov 2024
- Accepted by TMLR
- Readers: Everyone
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
Ju He, Qihang Yu, Inkyu Shin, Xueqing Deng, Alan Yuille, Xiaohui Shen, Liang-Chieh Chen
- Published: 12 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks
Marco Paul E. Apolinario, Kaushik Roy
- Published: 06 Jan 2025, Last Modified: 06 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning
TMLR Paper2488 Authors
- 07 Apr 2024 (modified: 08 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
On the Data Heterogeneity in Adaptive Federated Learning
Yujia Wang, Jinghui Chen
- Published: 29 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Striking a Balance: An Optimal Mechanism Design for Heterogenous Differentially Private Data Acquisition for Logistic Regression
TMLR Paper2485 Authors
- 06 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building
Jaedong Hwang, Zhang-Wei Hong, Eric R Chen, Akhilan Boopathy, Pulkit Agrawal, Ila R Fiete
- Published: 08 Jul 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
UCB Exploration for Fixed-Budget Bayesian Best Arm Identification
Rong J.B. Zhu, Yanqi Qiu
- Published: 01 Oct 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Generalization Error Bounds for Learning under Censored Feedback
TMLR Paper2482 Authors
- 06 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning by Self-Explaining
Wolfgang Stammer, Felix Friedrich, David Steinmann, Manuel Brack, Hikaru Shindo, Kristian Kersting
- Published: 04 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Memorisation in Machine Learning: A Survey of Results
Dmitrii Usynin, Moritz Knolle, Georgios Kaissis
- Published: 14 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Diversity-Preserving $K$--Armed Bandits, Revisited
Hedi Hadiji, Sébastien Gerchinovitz, Jean-Michel Loubes, Gilles Stoltz
- Published: 14 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone