TMLR Submissions

A Simulation Environment and Reinforcement Learning Method for Waste Reduction
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
- Published: 01 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning to Incentivize Improvements from Strategic Agents
Yatong Chen, Jialu Wang, Yang Liu
- Published: 10 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Data Distillation: A Survey
Noveen Sachdeva, Julian McAuley
- Published: 22 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Exploring the Approximation Capabilities of Multiplicative Neural Networks for Smooth Functions
Ido Ben-Shaul, Tomer Galanti, Shai Dekel
- Published: 06 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Supervised Knowledge May Hurt Novel Class Discovery Performance
ZIYUN LI, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang
- Published: 01 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improving Molecular Pretraining with Collaborative Featurizations
TMLR Paper764 Authors
- 10 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Limitations of Neural Collapse for Understanding Generalization in Deep Learning
TMLR Paper763 Authors
- 10 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction
TMLR Paper762 Authors
- 09 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Federated High-Dimensional Online Decision Making
Chi-Hua Wang, Wenjie Li, Guang Lin
- Published: 15 Aug 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition
Jorge A Mendez, ERIC EATON
- Published: 05 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Balanced k-Means Revisited
Pasi Fränti, Rieke de Maeyer
- 09 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Neural Collapse: A Review on Modelling Principles and Generalization
Vignesh Kothapalli
- Published: 10 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning
Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
- Published: 24 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Federated Learning with Heterogeneous Differential Privacy
TMLR Paper756 Authors
- 06 Jan 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Learning Causal Discovery
TMLR Paper755 Authors
- 06 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Representation Ensembling for Synergistic Lifelong Learning with Quasilinear Complexity
TMLR Paper754 Authors
- 06 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Statistical Complexity of Estimation and Testing under Privacy Constraints
Clément Lalanne, Aurélien Garivier, Rémi Gribonval
- Published: 28 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multiagent Reinforcement Learning
TMLR Paper752 Authors
- 05 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Probabilistic Riemannian Functional Map Synchronization for 3D Shape Correspondence
TMLR Paper751 Authors
- 04 Jan 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
FASTRAIN-GNN: Fast and Accurate Self-Training for Graph Neural Networks
Amrit Nagarajan, Anand Raghunathan
- Published: 17 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Beyond Traditional Transfer Learning: Co-finetuning for Action Localisation
TMLR Paper749 Authors
- 03 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Monotone deep Boltzmann machines
Zhili Feng, Ezra Winston, J Zico Kolter
- Published: 11 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Determinantal Point Process Selection Over Grid Codes Supports Out of Distribution Generalization
TMLR Paper746 Authors
- 02 Jan 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A Fritz, Daniel Felsky, Michael Avidan, Yixin Chen, Christopher Ryan King
- Published: 06 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Patches Are All You Need?
Asher Trockman, J Zico Kolter
- Published: 16 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone