TMLR Submissions

Exploring Conditional Shifts for Domain Generalization
TMLR Paper167 Authors
- 09 Jun 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Does Entity Abstraction Help Generative Transformers Reason?
Nicolas Gontier, Siva Reddy, Christopher Pal
- Published: 20 Nov 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentially Private Stochastic Expectation Propagation
Margarita Vinaroz, Mijung Park
- Published: 24 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Federated Causal Discovery with Additive Noise Models
TMLR Paper163 Authors
- 08 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Simplifying Node Classification on Heterophilous Graphs with Compatible Label Propagation
Zhiqiang Zhong, Sergei Ivanov, Jun Pang
- Published: 15 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Logistic Regression Through the Veil of Imprecise Data
TMLR Paper161 Authors
- 07 Jun 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data
TMLR Paper160 Authors
- 07 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Exploring the Learning Mechanisms of Neural Division Modules
Bhumika Mistry, Katayoun Farrahi, Jonathon Hare
- Published: 12 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Sparse MoEs meet Efficient Ensembles
James Urquhart Allingham, Florian Wenzel, Zelda E Mariet, Basil Mustafa, Joan Puigcerver, Neil Houlsby, Ghassen Jerfel, Vincent Fortuin, Balaji Lakshminarayanan, Jasper Snoek, Dustin Tran, Carlos Riquelme Ruiz, Rodolphe Jenatton
- Published: 27 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
TITRATED: Learned Human Driving Behavior without Infractions via Amortized Inference
Vasileios Lioutas, Adam Scibior, Frank Wood
- Published: 12 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Avoiding Inferior Clusterings with Misspecified Gaussian Mixture Models
TMLR Paper155 Authors
- 05 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Not All Tasks are Equal - Task Attended Meta-learning for Few-shot Learning
TMLR Paper153 Authors
- 04 Jun 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Estimating Potential Outcome Distributions with Collaborating Causal Networks
Tianhui Zhou, William E Carson IV, David Carlson
- Published: 01 Sept 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis
Haroon Raja, Waheed Bajwa
- Published: 30 Oct 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Fundamental Limits of Neural Networks for Interval Certified Robustness
Matthew B Mirman, Maximilian Baader, Martin Vechev
- Published: 15 Aug 2022, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
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