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Theory and Computation of Gaussian Processes Accounting for Errors in Variables

by instadatahelp | Sep 3, 2023 | AI Blogs

Gaussian Processes with Errors in Variables: Theory and Computation Authors: Shuang Zhou, Debdeep Pati, Tianying Wang, Yun Yang, Raymond J. Carroll; Volume 24, Issue 87, Pages 1-53, 2023. Abstract Covariate measurement error in nonparametric regression is a common...
Collaborative Experts: A Step towards Enhancing Graph Classification with Long-Tailed Recognition (arXiv:2308.16609v1 [cs.LG])

Collaborative Experts: A Step towards Enhancing Graph Classification with Long-Tailed Recognition (arXiv:2308.16609v1 [cs.LG])

by instadatahelp | Sep 3, 2023 | AI Blogs

Graph classification has achieved remarkable results by learning graph-level representations for effective class assignments. However, most existing methods fail to optimize representation learning and classifier training jointly, especially for long-tailed graph data...

Exploring Variational Inequality Algorithms: Breaking Free from the Golden Ratio

by instadatahelp | Sep 3, 2023 | AI Blogs

Beyond the Golden Ratio for Variational Inequality Algorithms Ahmet Alacaoglu, Axel Böhm, Yura Malitsky; 24(172):1−33, 2023. Abstract This study aims to enhance the understanding of the golden ratio algorithm, which is used to solve monotone variational inequalities...
Collaborative Experts: A Step towards Enhancing Graph Classification with Long-Tailed Recognition (arXiv:2308.16609v1 [cs.LG])

Learning How Urban Form Shapes Sustainable Mobility Across Continents: A Causal Discovery Approach

by instadatahelp | Sep 3, 2023 | AI Blogs

The content has been rewritten: arXivLabs is a platform where collaborators can create and share new features for arXiv directly on our website. Both individuals and organizations that collaborate with arXivLabs have embraced and adopted our principles of openness,...

Using Learning Maps to Study Function Spaces and Solve PDEs

by instadatahelp | Sep 3, 2023 | AI Blogs

Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs Nikola Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar; 24(89):1−97, 2023. Abstract The traditional development of neural...
Collaborative Experts: A Step towards Enhancing Graph Classification with Long-Tailed Recognition (arXiv:2308.16609v1 [cs.LG])

Optimizing Patch Size in Vision Transformers for Tumor Segmentation

by instadatahelp | Sep 3, 2023 | AI Blogs

[Submitted on 31 Aug 2023] Download a PDF of the paper titled “Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation” by Ramtin Mojtahedi and 3 other authors: Download PDF Abstract: Detection of tumors in metastatic colorectal cancer...
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