Nonlinear Data and Signal Analysis with Diffusion Operators

Información del proyecto

DIFFOP

Identificador del acuerdo de subvención: 802735

DOI 10.3030/802735

Fecha de la firma de la CE 29 Enero 2019

Fecha de inicio 1 Febrero 2019

Fecha de finalización 31 Enero 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total € 1 260 000,00

Aportación de la UE € 1 260 000,00

Coordinado por

TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel

Publicaciones

Other (5)

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

Autores: Y.-W. E. Lin, T. Shnitzer, R. Talmon, F. Villarroel-Espindola, S. Desai, K. Schalper, and Y. Kluger
Publicado en: 2020
Editor: CSH - Cold Spring Harbor Laboratory
DOI: 10.1101/2020.08.23.263467

Spectral Discovery of Jointly Smooth Features for Multimodal Data

Autores: O. Yair, F. Dietrich, R. Mulayoff, R. Talmon, and I. G. Kevrekidis
Publicado en: 2020
Editor: Cornell University

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

Autores: O. Yair, A. Lahav, and R. Talmon
Publicado en: 2020
Editor: Cornell University

Domain Adaptation with Optimal Transport on the Manifold of SPD matrices

Autores: O. Yair, F. Dietrich, I. G. Kevrekidis, and R. Talmon
Publicado en: 2020
Editor: Cornell University

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

Autores: O. Katz, R. R. Lederman, R. Talmon
Publicado en: 2020
Editor: Cornell University

Peer reviewed articles (2)

Identifying Topological Phase Transitions in Experiments Using Manifold Learning

Autores: Eran Lustig, Or Yair, Ronen Talmon, Mordechai Segev
Publicado en: Physical Review Letters, Edición 125/12, 2020, ISSN 0031-9007
Editor: American Physical Society
DOI: 10.1103/physrevlett.125.127401

Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators

Autores: Tal Shnitzer, Mirela Ben-Chen, Leonidas Guibas, Ronen Talmon, Hau-Tieng Wu
Publicado en: SIAM Journal on Mathematics of Data Science, Edición 1/3, 2019, Página(s) 588-616, ISSN 2577-0187
Editor: SIAM Journal on Mathematics of Data Science
DOI: 10.1137/18m1218157

Conference proceedings (2)

Multi-Microphone Speaker Localization on Manifolds

Autores: Bracha Laufer-Goldshtein, Ronen Talmon and Sharon Gannot
Publicado en: 2019
Editor: IEEE

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

Autores: Andreas Brendel, Bracha Laufer-Goldshtein, Sharon Gannot, Ronen Talmon and Walter Kellermann
Publicado en: 2019
Editor: IEEE