TMLR Submissions

\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- Withdrawn by Authors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
Homomorphic Self-Supervised Learning
T. Anderson Keller, Xavier Suau, Luca Zappella
- Published: 27 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Regret Bounds for Satisficing in Multi-Armed Bandit Problems
Thomas Michel, Hossein Hajiabolhassan, Ronald Ortner
- Published: 15 Aug 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Towards Stability of Autoregressive Neural Operators
Michael McCabe, Peter Harrington, Shashank Subramanian, Jed Brown
- Published: 26 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Gradient Masked Averaging for Federated Learning
Irene Tenison, Sai Aravind Sreeramadas, Vaikkunth Mugunthan, Edouard Oyallon, Irina Rish, Eugene Belilovsky
- Published: 24 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On Lower Bounds for the Number of Queries in Clustering Algorithms
TMLR Paper1239 Authors
- 05 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Faithful Knowledge Distillation
TMLR Paper1238 Authors
- 05 Jun 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Robust Backpropagation-Free Framework for Images
Timothy Zee, Alex Ororbia, Ankur Mali, Ifeoma Nwogu
- Published: 06 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone