TMLR Submissions

Variational Elliptical Processes
TMLR Paper137 Authors
- 30 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Convergence of Shallow Neural Network Training with Randomly Masked Neurons
Fangshuo Liao, Anastasios Kyrillidis
- Published: 28 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Variational Disentanglement for Domain Generalization
Yufei Wang, Haoliang Li, Hao Cheng, Bihan Wen, Lap-Pui Chau, Alex Kot
- Published: 11 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning
ZHUOWEI WANG, Jing Jiang, Bo Han, Lei Feng, Bo An, Gang Niu, Guodong Long
- Published: 20 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Max-Affine Spline Insights Into Deep Network Pruning
Haoran You, Randall Balestriero, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard Baraniuk
- Published: 01 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Convergence Analysis of Schr{\"o}dinger-F{\"o}llmer Sampler without Convexity
TMLR Paper130 Authors
- 27 May 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning
Marco Bagatella, Sammy Joe Christen, Otmar Hilliges
- Published: 19 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Weight Expansion: A New Perspective on Dropout and Generalization
Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang
- Published: 12 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey
Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee, Omar Magdy, Senthilkumar Sockalingam Kathiresan, Bahram Zonooz
- Published: 04 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Conformal Prediction Intervals with Temporal Dependence
Zhen Lin, Shubhendu Trivedi, Jimeng Sun
- Published: 07 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Diagnosing and Fixing Manifold Overfitting in Deep Generative Models
Gabriel Loaiza-Ganem, Brendan Leigh Ross, Jesse C Cresswell, Anthony L. Caterini
- Published: 07 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Optimal Client Sampling for Federated Learning
Wenlin Chen, Samuel Horváth, Peter Richtárik
- Published: 22 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Exploring Generative Neural Temporal Point Process
Haitao Lin, Lirong Wu, Guojiang Zhao, Liu Pai, Stan Z. Li
- Published: 03 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent
Ajaykrishna Karthikeyan, Naman Jain, Nagarajan Natarajan, Prateek Jain
- Published: 15 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deep Classifiers with Label Noise Modeling and Distance Awareness
Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Zhe Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
- Published: 22 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Ranking Recovery under Privacy Considerations
Minoh Jeong, Alex Dytso, Martina Cardone
- Published: 21 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Recurrent networks, hidden states and beliefs in partially observable environments
Gaspard Lambrechts, Adrien Bolland, Damien Ernst
- Published: 05 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Evaluation Pitfalls in Data Augmentation for Adversarial Robustness
TMLR Paper117 Authors
- 23 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Simple Yet Effective SVD-GCN for Directed Graphs
TMLR Paper116 Authors
- 23 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Explicit Regularization via Regularizer Mirror Descent
TMLR Paper115 Authors
- 22 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Offline Policy Comparison with Confidence: Benchmarks and Baselines
TMLR Paper114 Authors
- 22 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Domain Invariant Adversarial Learning
Matan Levi, Idan Attias, Aryeh Kontorovich
- Published: 12 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Equivariant Mesh Attention Networks
Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen
- Published: 29 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
How Expressive are Transformers in Spectral Domain for Graphs?
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'
- Published: 09 Jul 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Mean-Field Langevin Dynamics : Exponential Convergence and Annealing
Lénaïc Chizat
- Published: 11 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone