{"id":1794,"date":"2023-12-29T20:01:18","date_gmt":"2023-12-29T20:01:18","guid":{"rendered":"https:\/\/kalogeratos.com\/psite\/?page_id=1794"},"modified":"2023-12-29T20:01:18","modified_gmt":"2023-12-29T20:01:18","slug":"gl-3sr-laplacian-learning","status":"publish","type":"page","link":"https:\/\/kalogeratos.com\/psite\/material\/gl-3sr-laplacian-learning\/","title":{"rendered":"GL-3SR Laplacian learning"},"content":{"rendered":"<p>This is a repository for Laplacian learning from graph signals.<\/p>\n<p><strong>Related papers:<\/strong><\/p>\n<p><a href=\"https:\/\/www.jmlr.org\/papers\/volume22\/19-944\/19-944.pdf\">Learning Laplacian matrix from graph signals with sparse spectral representation<\/a>. P. Humbert*, B. Le Bars*, L. Oudre, A. Kalogeratos, N. Vayatis. In the Journal of Machine Learning Research (JMLR), 22(195):1-47, 2021.<\/p>\n<p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8682769\">Learning Laplacian matrix from bandlimited graph signals<\/a>. B. Le Bars*, P. Humbert*, L. Oudre, A. Kalogeratos. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is a repository for Laplacian learning from graph signals. Related papers: Learning Laplacian matrix from graph signals with sparse spectral representation. P. Humbert*, B. Le Bars*, L. Oudre, A. Kalogeratos, N. Vayatis. In the Journal of Machine Learning Research (JMLR), 22(195):1-47, 2021. Learning Laplacian matrix from bandlimited graph signals. B. Le Bars*, P. Humbert*, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":326,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1794","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Argyris Kalogeratos<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kalogeratos.com\/psite\/material\/gl-3sr-laplacian-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"This is a repository for Laplacian learning from graph signals. Related papers: Learning Laplacian matrix from graph signals with sparse spectral representation. P. Humbert*, B. Le Bars*, L. Oudre, A. Kalogeratos, N. Vayatis. In the Journal of Machine Learning Research (JMLR), 22(195):1-47, 2021. Learning Laplacian matrix from bandlimited graph signals. B. Le Bars*, P. 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