TMLR Submissions

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
Learning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes
Vahid Balazadeh, Abir De, Adish Singla, Manuel Gomez Rodriguez
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Benchmarking and Analyzing Unsupervised Network Representation Learning and the Illusion of Progress
Saket Gurukar, Priyesh Vijayan, srinivasan parthasarathy, Balaraman Ravindran, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel
- Published: 26 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Parameter Sharing For Heterogeneous Agents in Multi-Agent Reinforcement Learning
TMLR Paper41 Authors
- 08 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation
Sanket Kamthe, So Takao, Shakir Mohamed, Marc Peter Deisenroth
- Published: 06 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Towards Backwards-Compatible Data with Confounded Domain Adaptation
TMLR Paper39 Authors
- 07 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Flipped Classroom: Effective Teaching for Chaotic Time Series Forecasting
TMLR Paper37 Authors
- 07 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
Srivatsan Krishnan, Max Lam, Sharad Chitlangia, Zishen Wan, Gabriel Barth-maron, Aleksandra Faust, Vijay Janapa Reddi
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Algorithm-Agnostic Explainability for Unsupervised Clustering
TMLR Paper35 Authors
- 06 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Your Policy Regularizer is Secretly an Adversary
Rob Brekelmans, Tim Genewein, Jordi Grau-Moya, Gregoire Detetang, Markus Kunesch, Shane Legg, Pedro A Ortega
- Published: 10 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Margin Rectification for Long-Tailed Visual Recognition
TMLR Paper33 Authors
- 06 Apr 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Estimating Unbiased Averages of Sensitive Attributes without Handshakes among Agents
TMLR Paper31 Authors
- 05 Apr 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes
Suhani Vora, Noha Radwan, Klaus Greff, Henning Meyer, Kyle Genova, Mehdi S. M. Sajjadi, Etienne Pot, Andrea Tagliasacchi, Daniel Duckworth
- Published: 28 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deformation Robust Roto-Scale-Translation Equivariant CNNs
Liyao Gao, Guang Lin, Wei Zhu
- Published: 20 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Global Reward Maximization with Partial Feedback via Differentially Private Distributed Linear Bandits
TMLR Paper28 Authors
- 04 Apr 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Auto-Lambda: Disentangling Dynamic Task Relationships
Shikun Liu, Stephen James, Andrew Davison, Edward Johns
- Published: 02 Jun 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone