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Nonlinear Data and Signal Analysis with Diffusion Operators

Publications

Graph of graphs analysis for multiplexed data with application to imaging mass cytometry

Author(s): Y.-W. E. Lin, T. Shnitzer, R. Talmon, F. Villarroel-Espindola, S. Desai, K. Schalper, and Y. Kluger
Published in: 2020
Publisher: CSH - Cold Spring Harbor Laboratory
DOI: 10.1101/2020.08.23.263467

Spectral Discovery of Jointly Smooth Features for Multimodal Data

Author(s): O. Yair, F. Dietrich, R. Mulayoff, R. Talmon, and I. G. Kevrekidis
Published in: 2020
Publisher: Cornell University

Symmetric Positive Semi-definite Riemannian Geometry with Application to Domain Adaptation

Author(s): O. Yair, A. Lahav, and R. Talmon
Published in: 2020
Publisher: Cornell University

Domain Adaptation with Optimal Transport on the Manifold of SPD matrices

Author(s): O. Yair, F. Dietrich, I. G. Kevrekidis, and R. Talmon
Published in: 2020
Publisher: Cornell University

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

Author(s): O. Katz, R. R. Lederman, R. Talmon
Published in: 2020
Publisher: Cornell University

Identifying Topological Phase Transitions in Experiments Using Manifold Learning

Author(s): Eran Lustig, Or Yair, Ronen Talmon, Mordechai Segev
Published in: Physical Review Letters, Issue 125/12, 2020, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.125.127401

Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators

Author(s): Tal Shnitzer, Mirela Ben-Chen, Leonidas Guibas, Ronen Talmon, Hau-Tieng Wu
Published in: SIAM Journal on Mathematics of Data Science, Issue 1/3, 2019, Page(s) 588-616, ISSN 2577-0187
Publisher: SIAM Journal on Mathematics of Data Science
DOI: 10.1137/18m1218157

Multi-Microphone Speaker Localization on Manifolds

Author(s): Bracha Laufer-Goldshtein, Ronen Talmon and Sharon Gannot
Published in: 2019
Publisher: IEEE

Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization

Author(s): Andreas Brendel, Bracha Laufer-Goldshtein, Sharon Gannot, Ronen Talmon and Walter Kellermann
Published in: 2019
Publisher: IEEE

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