Ronen Talmon

About Ronen Talmon

Ronen Talmon, With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at Technion - Israel Institute of Technology, specializes in the field of Signal Processing, Data Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank

Landmark Alternating Diffusion

Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration

Direct Position Determination by Covariance-Fitting on the Riemannian Manifold of Hermitian Positive Definite Matrices

Hyperbolic Diffusion Procrustes Analysis for Intrinsic Representation of Hierarchical Data Sets

Parent–child couples display shared neural fingerprints while listening to stories

Riemannian covariance fitting for Direction-of-Arrival estimation

SORBET: Automated cell-neighborhood analysis of spatial transcriptomics or proteomics for interpretable sample classification via GNN

Ronen Talmon Information

University

Position

Associate Professor EE Department

Citations(all)

2901

Citations(since 2020)

1848

Cited By

1869

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

64

i10Index(since 2020)

51

Email

University Profile Page

Technion - Israel Institute of Technology

Google Scholar

View Google Scholar Profile

Ronen Talmon Skills & Research Interests

Signal Processing

Data Science

Top articles of Ronen Talmon

Title

Journal

Author(s)

Publication Date

The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank

Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

Amitay Bar*

Rotem Mulayoff*

Tomer Michaeli

Ronen Talmon

2024/2/21

Landmark Alternating Diffusion

arXiv preprint arXiv:2404.19649

Sing-Yuan Yeh

Hau-Tieng Wu

Ronen Talmon

Mao-Pei Tsui

2024/4/29

Unsupervised ensembling of multiple software sensors with phase synchronization: a robust approach for electrocardiogram-derived respiration

Physiological Measurement

Jacob McErlean

John Malik

Yu-Ting Lin

Ronen Talmon

Hau-Tieng Wu

2024/2/13

Direct Position Determination by Covariance-Fitting on the Riemannian Manifold of Hermitian Positive Definite Matrices

Joseph S Picard

Amitay Bar

Ronen Talmon

2024/4/14

Hyperbolic Diffusion Procrustes Analysis for Intrinsic Representation of Hierarchical Data Sets

Ya-Wei Eileen Lin

Yuval Kluger

Ronen Talmon

2024/4/14

Parent–child couples display shared neural fingerprints while listening to stories

Scientific Reports

Nir Habouba

Ronen Talmon

Dror Kraus

Rola Farah

Alan Apter

...

2024/2/4

Riemannian covariance fitting for Direction-of-Arrival estimation

arXiv preprint arXiv:2404.03401

Joseph S Picard

Amitay Bar

Ronen Talmon

2024/4/4

SORBET: Automated cell-neighborhood analysis of spatial transcriptomics or proteomics for interpretable sample classification via GNN

bioRxiv

Shay Shimonov

Joseph Cunningham

Ronen Talmon

Lilach Aizenbud

Shruti Desai

...

2024

Graph signal interpolation and extrapolation over manifold of Gaussian mixture

Signal Processing

Itay Zach

Tsvi G Dvorkind

Ronen Talmon

2024/3/1

Few-sample feature selection via feature manifold learning

David Cohen

Tal Shnitzer

Yuval Kluger

Ronen Talmon

2023/7/3

Spatial Analysis Reveals Impaired Immune Cell Function within the Tumor Microenvironment of HIV-associated Non-small Cell Lung Cancer

medRxiv

Shruti Desai

Syim Salahuddin

Ramsey Yusuf

Kishu Ranjan

Jianlei Gu

...

2023/10/22

Hyperbolic diffusion embedding and distance for hierarchical representation learning

Ya-Wei Eileen Lin

Ronald R Coifman

Gal Mishne

Ronen Talmon

2023/7/3

On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation

IEEE Transactions on Signal Processing

Amitay Bar

Ronen Talmon

2023/10/12

Enhancing the detection capabilities of nano-avalanches via data-driven classification of acoustic emission signals

Physical Review E

Emil Bronstein

Jonathan Zimmerman

Eugen Rabkin

Eilon Faran

Ronen Talmon

...

2023/10/5

Procrustes analysis on the manifold of SPSD matrices for data sets alignment

IEEE Transactions on Signal Processing

Almog Lahav

Ronen Talmon

2023/5/2

Domain and modality adaptation using multi-kernel matching

Tamir Baruch Yampolsky

Ronen Talmon

Ofir Lindenbaum

2023/9/4

VTA projections to M1 are essential for reorganization of layer 2-3 network dynamics underlying motor learning

Jackie Schiller

Amir Ghanayim

Hadas Benisty

Avigail Cohen-Rimon

Sivan Schwartz

...

2023/12/11

Parent-child couples display shared neural fingerprints while listening to stories: A functional magnetic resonance study

Nir Habouba

Ronen Talmon

Dror Kraus

Rola Farah

Alan Apter

...

2023/8/25

Spatiotemporal analysis using Riemannian composition of diffusion operators

arXiv preprint arXiv:2201.08530

Tal Shnitzer

Hau-Tieng Wu

Ronen Talmon

2022/1/21

Unsupervised Detection of Sub-Territories of the Subthalamic Nucleus During DBS Surgery with Manifold Learning

IEEE Transactions on Biomedical Engineering

Ido Cohen

Dan Valsky

Ronen Talmon

2022/10/17

See List of Professors in Ronen Talmon University(Technion - Israel Institute of Technology)

Co-Authors

H-index: 88
Jean-Jacques Slotine

Jean-Jacques Slotine

Massachusetts Institute of Technology

H-index: 87
Ronald Coifman

Ronald Coifman

Yale University

H-index: 86
Ioannis Kevrekidis

Ioannis Kevrekidis

Johns Hopkins University

H-index: 70
Yuval Kluger

Yuval Kluger

Yale University

H-index: 70
Stephane Mallat

Stephane Mallat

École Normale Supérieure

H-index: 56
Israel Cohen

Israel Cohen

Technion - Israel Institute of Technology

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