TMLR Submissions

Sampling-Based Techniques for Training Deep Neural Networks with Limited Computational Resources: A Scalability Evaluation
TMLR Paper1270 Authors
- 12 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron Courville, Alessandro Sordoni
- Published: 14 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration
Giulia Vezzani, Dhruva Tirumala, Markus Wulfmeier, Dushyant Rao, Abbas Abdolmaleki, Ben Moran, Tuomas Haarnoja, Jan Humplik, Roland Hafner, Michael Neunert, Claudio Fantacci, Tim Hertweck, Thomas Lampe, Fereshteh Sadeghi, Nicolas Heess, Martin Riedmiller
- Published: 23 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Interleaving Multi-Task Neural Architecture Search
TMLR Paper1267 Authors
- 12 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Fast Kernel Methods for Generic Lipschitz Losses via $p$-Sparsified Sketches
Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc
- Published: 06 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions
TMLR Paper1265 Authors
- 12 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates
TMLR Paper1264 Authors
- 12 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
\texttt{FedBC}: Federated Learning Beyond Consensus
TMLR Paper1263 Authors
- 12 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Overcoming Resource Constraints in Federated Learning: Large Models Can Be Trained with only Weak Clients
Yue Niu, Saurav Prakash, Souvik Kundu, Sunwoo Lee, Salman Avestimehr
- Published: 08 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Rethinking Adversarial Training with A Simple Baseline
TMLR Paper1261 Authors
- 11 Jun 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Cyclic and Randomized Stepsizes Invoke Heavier Tails in SGD than Constant Stepsize
Mert Gurbuzbalaban, Yuanhan Hu, Umut Simsekli, Lingjiong Zhu
- Published: 07 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Diagnostic Tool for Out-of-Sample Model Evaluation
Ludvig Hult, Dave Zachariah, Peter Stoica
- Published: 17 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Automated Detection of Causal Inference Opportunities: Regression Discontinuity Subgroup Discovery
Tony Liu, Patrick Lawlor, Lyle Ungar, Konrad Kording, Rahul Ladhania
- Published: 10 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Pairwise Learning with Adaptive Online Gradient Descent
Tao Sun, Qingsong Wang, Yunwen Lei, Dongsheng Li, Bao Wang
- Published: 26 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Limitation of Characterizing Implicit Regularization by Data-independent Functions
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
- Published: 31 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms
ABULIKEMU ABUDUWEILI, Changliu Liu
- Published: 01 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation
Dihong Jiang, Sun Sun
- Published: 01 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations
TMLR Paper1253 Authors
- 09 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Data pruning and neural scaling laws: fundamental limitations of score-based algorithms
Fadhel Ayed, Soufiane Hayou
- Published: 09 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
Zixin Zhong, Wang Chi Cheung, Vincent Tan
- Published: 18 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Tight bounds for maximum $\ell_1$-margin classifiers
TMLR Paper1250 Authors
- 08 Jun 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
FONDUE: an algorithm to automatically find the dimensionality of the latent representations of variational autoencoders
TMLR Paper1249 Authors
- 08 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning Trees of $\ell_0$-Minimization Problems
TMLR Paper1247 Authors
- 08 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
CoBA: Causal Contextual Bandits with Active Data Integration
TMLR Paper1245 Authors
- 07 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Revisiting Topic-Guided Language Models
Carolina Zheng, Keyon Vafa, David Blei
- Published: 02 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone