TMLR Submissions

sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification
Gabriel Bénédict, Hendrik Vincent Koops, Daan Odijk, Maarten de Rijke
- Published: 03 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Understanding AdamW through Proximal Methods and Scale-Freeness
Zhenxun Zhuang, Mingrui Liu, Ashok Cutkosky, Francesco Orabona
- Published: 09 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Finding and Fixing Spurious Patterns with Explanations
Gregory Plumb, Marco Tulio Ribeiro, Ameet Talwalkar
- Published: 16 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the Adversarial Robustness of Vision Transformers
Rulin Shao, Zhouxing Shi, Jinfeng Yi, Pin-Yu Chen, Cho-Jui Hsieh
- Published: 01 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Targeted Advertising on Social Networks Using Online Variational Tensor Regression
TMLR Paper144 Authors
- 01 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
FLEA: Provably Robust Fair Multisource Learning from Unreliable Training Data
Eugenia Iofinova, Nikola Konstantinov, Christoph H Lampert
- Published: 03 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On Robustness to Missing Video for Audiovisual Speech Recognition
Oscar Chang, Otavio Braga, Hank Liao, Dmitriy Serdyuk, Olivier Siohan
- Published: 11 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Generative Adversarial Neural Operators
TMLR Paper140 Authors
- 31 May 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
- Published: 29 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
HEAT: Hyperedge Attention Networks
Dobrik Georgiev Georgiev, Marc Brockschmidt, Miltiadis Allamanis
- Published: 14 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
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