Nonlinear Data and Signal Analysis with Diffusion Operators

Project Information

DIFFOP

Grant agreement ID: 802735

DOI

10.3030/802735

EC signature date 29 January 2019

Start date 1 February 2019

End date 31 January 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 260 000,00

EU contribution

€ 1 260 000,00

Coordinated by

TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Other (5)

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

Peer reviewed articles (2)

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

Conference proceedings (2)

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