Zobrazeno 1 - 10
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pro vyhledávání: '"regularization methods"'
Autor:
Zhu, Wenqi, Cartis, Coralia
High-order tensor methods that employ Taylor-based local models (of degree $p\ge 3$) within adaptive regularization frameworks have been recently proposed for both convex and nonconvex optimization problems. They have been shown to have superior, and
Externí odkaz:
http://arxiv.org/abs/2404.03035
Akademický článek
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Text classification is the task of assigning a document to a predefined class. However, it is expensive to acquire enough labeled documents or to label them. In this paper, we study the regularization methods' effects on various classification models
Externí odkaz:
http://arxiv.org/abs/2403.00825
Publikováno v:
Research in Astronomy and Astrophysics, 24, 025002 (2024)
The Tianlai cylinder pathfinder is a radio interferometer array to test 21 cm intensity mapping techniques in the post-reionization era. It works in passive drift scan mode to survey the sky visible in the northern hemisphere. To deal with the large
Externí odkaz:
http://arxiv.org/abs/2312.01064
Autor:
Dussault, Jean-Pierre1 (AUTHOR), Migot, Tangi2 (AUTHOR), Orban, Dominique2 (AUTHOR) dominique.orban@gerad.ca
Publikováno v:
Mathematical Programming. Sep2024, Vol. 207 Issue 1/2, p191-225. 35p.
Autor:
Habring, Andreas, Holler, Martin
This review provides an introduction to - and overview of - the current state of the art in neural-network based regularization methods for inverse problems in imaging. It aims to introduce readers with a solid knowledge in applied mathematics and a
Externí odkaz:
http://arxiv.org/abs/2312.14849