TMLR Submissions

Nonstationary Reinforcement Learning with Linear Function Approximation
Huozhi Zhou, Jinglin Chen, Lav R. Varshney, Ashish Jagmohan
- Published: 14 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning to correct spectral methods for simulating turbulent flows
TMLR Paper227 Authors
- 01 Jul 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning Algorithms for Markovian Bandits:\\Is Posterior Sampling more Scalable than Optimism?
Nicolas Gast, Bruno Gaujal, Kimang Khun
- Published: 18 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure
Samuel Kim, Peter Y Lu, Charlotte Loh, Jamie Smith, Jasper Snoek, Marin Soljacic
- Published: 23 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
CoCa: Contrastive Captioners are Image-Text Foundation Models
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
- Published: 26 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Can You Win Everything with A Lottery Ticket?
Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang
- Published: 14 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach
Mohammad Ali Alomrani, Reza Moravej, Elias Boutros Khalil
- Published: 13 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning
Anders Johan Andreassen, Yasaman Bahri, Behnam Neyshabur, Rebecca Roelofs
- Published: 16 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Towards Accurate Subgraph Similarity Computation via Neural Graph Pruning
Linfeng Liu, XU HAN, Dawei Zhou, Liping Liu
- Published: 19 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Deeper Look at Optimal Transport for Imitation Learning
TMLR Paper217 Authors
- 29 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Non-Stationary Contextual Pricing with Safety Constraints
Dheeraj Baby, Jianyu Xu, Yu-Xiang Wang
- Published: 25 Oct 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Interpretable Node Representation with Attribute Decoding
Xiaohui Chen, Xi Chen, Liping Liu
- Published: 03 Dec 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Lookback for Learning to Branch
Prateek Gupta, Elias Boutros Khalil, Didier Chételat, Maxime Gasse, Andrea Lodi, Yoshua Bengio, M. Pawan Kumar
- Published: 10 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Low-regret Active Learning
TMLR Paper212 Authors
- 26 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
INR-V: A Continuous Representation Space for Video-based Generative Tasks
Bipasha Sen, Aditya Agarwal, Vinay P Namboodiri, C.V. Jawahar
- Published: 28 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Emergent Abilities of Large Language Models
Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, William Fedus
- Published: 31 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Alignment Problem in Curriculum Learning
TMLR Paper208 Authors
- 24 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Approximating 1-Wasserstein Distance with Trees
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
- Published: 18 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Completeness and Coherence Learning for Fast Arbitrary Style Transfer
Zhijie Wu, Chunjin Song, Guanxiong Chen, Sheng Guo, Weilin Huang
- Published: 03 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentiable Model Compression via Pseudo Quantization Noise
Alexandre Défossez, Yossi Adi, Gabriel Synnaeve
- Published: 07 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Flipped Classroom: Effective Teaching for Time Series Forecasting
Philipp Teutsch, Patrick Mäder
- Published: 13 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Concentration inequalities and optimal number of layers for stochastic deep neural networks
TMLR Paper203 Authors
- 22 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Data Leakage in Federated Averaging
Dimitar Iliev Dimitrov, Mislav Balunovic, Nikola Konstantinov, Martin Vechev
- Published: 02 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Structured Uncertainty in the Observation Space of Variational Autoencoders
James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker
- Published: 30 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Using the Krylov Subspace Formulation to Improve Regularisation and Interpretation in Partial Least Squares Regression
TMLR Paper200 Authors
- 22 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone