Publications

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Katz, Ori; Lederman, Roy R; Talmon, Ronen

Spectral Flow on the Manifold of SPD Matrices for Multimodal Data Processing Technical Report

2020, (arXiv: 2009.08062).

Abstract | Links | BibTeX | Tags: Common variable, Computer Science - Machine Learning, Manifold Learning, Multi-view, multimodal, SPD Matrices, Statistics - Machine Learning

Shnitzer, Tal; Lederman, Roy R; Liu, Gi-Ren; Talmon, Ronen; Wu, Hau-Tieng

Diffusion operators for multimodal data analysis Incollection

Handbook of Numerical Analysis, 20 , pp. 1–39, Elsevier, 2019, ISBN: 978-0-444-64140-3.

Links | BibTeX | Tags: Alternating Diffusion, BookChapter, Common variable, diffusion maps, Manifold Learning, Multi-view, multimodal, Multimodal data, Sensor fusion, Shape differences

Lederman, Roy R; Talmon, Ronen

Common Manifold Learning Using Alternating-Diffusion Technical Report

Yale CS (YALEU/DCS/TR-1497), 2014.

Links | BibTeX | Tags: AD, Algorithms, Alternating Diffusion, Manifold Learning