TMLR Submissions

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
AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models
Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi
- Published: 22 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Nonasymptotic Laplace approximation under model misspecification
TMLR Paper2473 Authors
- 04 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Defense Against Multi-target Backdoor Attacks
TMLR Paper2472 Authors
- 04 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Differentially Private Non-convex Learning for Multi-layer Neural Networks
TMLR Paper2471 Authors
- 03 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Controllable Text Generation in the Instruction-Tuning Era
TMLR Paper2468 Authors
- 03 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Revisiting Feature Prediction for Learning Visual Representations from Video
Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael Rabbat, Yann LeCun, Mido Assran, Nicolas Ballas
- Published: 10 Aug 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
A Self-Representation Learning Method for Unsupervised Feature Selection using Feature Space Basis
Prayag Tiwari, Farid Saberi Movahed, Saeed Karami, Farshad Saberi-Movahed, Jens Lehmann, Sahar Vahdati
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Speech Separation based on pre-trained model and Deep Modularization
TMLR Paper2463 Authors
- 03 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Diffusion Models with Deterministic Normalizing Flow Priors
Mohsen Zand, Ali Etemad, Michael Greenspan
- Published: 30 Sept 2024, Last Modified: 30 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Bayesian Robust Graph Contrastive Learning
TMLR Paper2461 Authors
- 03 Apr 2024 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections
Gabriel Loaiza-Ganem, Brendan Leigh Ross, Rasa Hosseinzadeh, Anthony L. Caterini, Jesse C. Cresswell
- Published: 24 Sept 2024, Last Modified: 24 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Universal Functional Regression with Neural Operator Flows
Yaozhong Shi, Angela F Gao, Zachary E Ross, Kamyar Azizzadenesheli
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Unsupervised Similarity Learning for Spectral Clustering
TMLR Paper2458 Authors
- 02 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism
Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, CELINE HUDELOT, Pierre Colombo
- Published: 01 Oct 2024, Last Modified: 01 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Convergence Analysis and Trajectory Comparison of Gradient Descent for Overparameterized Deep Linear Networks
Hongru Zhao, Jinchao Xu
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
TMLR Paper2454 Authors
- 02 Apr 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone