TMLR Submissions

Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations
Cong Lu, Philip J. Ball, Tim G. J. Rudner, Jack Parker-Holder, Michael A Osborne, Yee Whye Teh
- Published: 13 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Genetic prediction of quantitative traits: a machine learner's guide focused on height
TMLR Paper1036 Authors
- 05 Apr 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Regret Bounds for Satisficing in Multi-Armed Bandit Problems
TMLR Paper1035 Authors
- 05 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data
Uzma Hasan, Emam Hossain, Md Osman Gani
- Published: 05 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Neural Network Prior Kernel
TMLR Paper1032 Authors
- 05 Apr 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Consistent Collaborative Filtering via Tensor Decomposition
Shiwen Zhao, Guillermo Sapiro
- Published: 09 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Structured Low-Rank Tensors for Generalized Linear Models
Batoul Ahmad Taki, Anand Sarwate, Waheed U. Bajwa
- Published: 04 Aug 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task
Jannik Kossen, Cătălina Cangea, Eszter Vértes, Andrew Jaegle, Viorica Patraucean, Ira Ktena, Nenad Tomasev, Danielle Belgrave
- Published: 30 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Simple Unsupervised Data Depth-based Method to Detect Adversarial Images
TMLR Paper1028 Authors
- 04 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Generating Adversarial Examples with Task Oriented Multi-Objective Optimization
Anh Tuan Bui, Trung Le, He Zhao, Quan Hung Tran, Paul Montague, Dinh Phung
- Published: 30 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Visiting Distant Neighbors in Graph Convolutional Networks
TMLR Paper1026 Authors
- 04 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification
Niladri S. Chatterji, Saminul Haque, Tatsunori Hashimoto
- Published: 13 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
NESTER: An Adaptive Neurosymbolic Method for Treatment Effect Estimation
TMLR Paper1024 Authors
- 03 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
SemDeDup: Data-efficient learning at web-scale through semantic deduplication
TMLR Paper1023 Authors
- 03 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Provably Convergent Policy Optimization via Metric-aware Trust Region Methods
Jun Song, Niao He, Lijun Ding, Chaoyue Zhao
- Published: 09 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Dynamics Adapted Imitation Learning
Zixuan Liu, Liu Liu, Bingzhe Wu, Lanqing Li, Xueqian Wang, Bo Yuan, Peilin Zhao
- Published: 03 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
$S^2C^2IL$: Self-Supervised Curriculum-based Class Incremental Learning
TMLR Paper1020 Authors
- 01 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Autoencoding Reduced Order Models for Control through the Lens of Dynamic Mode Decomposition
TMLR Paper1019 Authors
- 01 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Generalizing Neural Additive Models via Statistical Multimodal Analysis
TMLR Paper1018 Authors
- 01 Apr 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning Multiscale Non-stationary Causal Structures
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
- Published: 14 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
TMLR Paper1016 Authors
- 31 Mar 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Generalized Information Bottleneck for Gaussian Variables
TMLR Paper1015 Authors
- 31 Mar 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unveiling Transformers with LEGO: a synthetic reasoning task
TMLR Paper1014 Authors
- 30 Mar 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Mitigating Confirmation Bias in Semi-supervised Learning via Efficient Bayesian Model Averaging
Charlotte Loh, Rumen Dangovski, Shivchander Sudalairaj, Seungwook Han, Ligong Han, Leonid Karlinsky, Marin Soljacic, Akash Srivastava
- Published: 05 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Score-Difference Flow for Implicit Generative Modeling
Romann M. Weber
- Published: 18 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone