TMLR Submissions

Auditing AI Models for Verified Deployment under Semantic Specifications
TMLR Paper74 Authors
- 04 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
Han Wang, Archit Sakhadeo, Adam M White, James M Bell, Vincent Liu, Xutong Zhao, Puer Liu, Tadashi Kozuno, Alona Fyshe, Martha White
- Published: 12 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Auxiliary Cross-Modal Common Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
TMLR Paper68 Authors
- 30 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Survey of Multi-agent Reinforcement Learning from Game Theoretical Perspective
TMLR Paper67 Authors
- 28 Apr 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Zero-Shot Learning with Common Sense Knowledge Graphs
Nihal V. Nayak, Stephen Bach
- Published: 18 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
- Published: 20 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning the Transformer Kernel
Sankalan Pal Chowdhury, Adamos Solomou, Kumar Avinava Dubey, Mrinmaya Sachan
- Published: 21 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Do ReLU Networks Have An Edge When Approximating Compactly-Supported Functions?
Anastasis Kratsios, Behnoosh Zamanlooy
- Published: 06 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Robust and Data-efficient Q-learning by Composite Value-estimation
Gabriel Kalweit, Maria Kalweit, Joschka Boedecker
- Published: 07 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Decoding EEG With Spiking Neural Networks on Neuromorphic Hardware
Neelesh Kumar, Guangzhi Tang, Raymond Yoo, Konstantinos P. Michmizos
- Published: 25 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Effective, Explainable, and Robust Policy Design in an Economy-SIR Model using Two-Level Reinforcement Learning
TMLR Paper59 Authors
- 21 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It
Doruk Kilitcioglu, Serdar Kadioglu
- Published: 18 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Online Coresets for Parameteric and Non-Parametric Bregman Clustering
Supratim Shit, Anirban Dasgupta, Rachit Chhaya, Jayesh Choudhari
- Published: 02 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
- Published: 04 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Attentive Walk-Aggregating Graph Neural Networks
Mehmet F Demirel, Shengchao Liu, Siddhant Garg, Zhenmei Shi, Yingyu Liang
- Published: 25 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks
David Alvarez-Melis, Yair Schiff, Youssef Mroueh
- Published: 21 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Costs and Benefits of Fair Regression
TMLR Paper53 Authors
- 18 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
BISLERi: Ask Your Neural Network Not To Forget In Streaming Learning Scenarios
TMLR Paper52 Authors
- 18 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Sparse Coding with Multi-layer Decoders using Variance Regularization
Katrina Evtimova, Yann LeCun
- Published: 31 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Integrating Rankings into Quantized Scores in Peer Review
Yusha Liu, Yichong Xu, Nihar B Shah, Aarti Singh
- Published: 20 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
High Fidelity Visualization of What Your Self-Supervised Representation Knows About
Florian Bordes, Randall Balestriero, Pascal Vincent
- Published: 15 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization
David Peer, Bart Keulen, Sebastian Stabinger, Justus Piater, Antonio Rodriguez-sanchez
- Published: 03 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Mixed-Memory RNNs for Learning Long-term Dependencies in Irregularly-sampled Time Series
TMLR Paper47 Authors
- 12 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Adversarial Feature Augmentation and Normalization for Visual Recognition
Tianlong Chen, Yu Cheng, Zhe Gan, Jianfeng Wang, Lijuan Wang, Jingjing Liu, Zhangyang Wang
- Published: 15 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Ensemble Policy Optimization with Diversity-regularized Exploration
TMLR Paper45 Authors
- 11 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone