TMLR Submissions

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
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks
Weicheng Kuo, AJ Piergiovanni, Dahun Kim, xiyang luo, Benjamin Caine, Wei Li, Abhijit Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova
- Published: 16 Aug 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multi-Agent Reinforcement Learning
TMLR Paper1010 Authors
- 29 Mar 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph
Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang, Kenji Kawaguchi, Xiaokui Xiao
- Published: 05 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
- Published: 05 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Online Min-max Problems with Non-convexity and Non-stationarity
Yu Huang, Yuan Cheng, Yingbin Liang, Longbo Huang
- Published: 28 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone