Yoav Freund

Yoav Freund

University of California, San Diego

H-index: 52

North America-United States

About Yoav Freund

Yoav Freund, With an exceptional h-index of 52 and a recent h-index of 31 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of Machine Learning, Information Theory, Statistics, Data Science.

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

Towards Explainable Automated Neuroanatomy

CellBoost: A pipeline for machine assisted annotation in neuroanatomy

Active learning using region-based sampling

StreaMRAK a streaming multi-resolution adaptive kernel algorithm

Structure from Voltage

When is the convergence time of langevin algorithms dimension independent? a composite optimization viewpoint

Machine-assisted data editing for global bathymetry compilations using gradient boosting methods

Audio scene monitoring using redundant ad hoc microphone array networks

Yoav Freund Information

University

Position

___

Citations(all)

74607

Citations(since 2020)

22939

Cited By

62657

hIndex(all)

52

hIndex(since 2020)

31

i10Index(all)

91

i10Index(since 2020)

57

Email

University Profile Page

University of California, San Diego

Google Scholar

View Google Scholar Profile

Yoav Freund Skills & Research Interests

Machine Learning

Information Theory

Statistics

Data Science

Top articles of Yoav Freund

Title

Journal

Author(s)

Publication Date

Towards Explainable Automated Neuroanatomy

arXiv preprint arXiv:2404.05814

Kui Qian

Litao Qiao

Beth Friedman

Edward O'Donnell

David Kleinfeld

...

2024/4/8

CellBoost: A pipeline for machine assisted annotation in neuroanatomy

bioRxiv

Kui Qian

Beth Friedman

Jun Takatoh

Fan Wang

David Kleinfeld

...

2023/9/14

Active learning using region-based sampling

arXiv preprint arXiv:2303.02721

Sanjoy Dasgupta

Yoav Freund

2023/3/5

StreaMRAK a streaming multi-resolution adaptive kernel algorithm

Applied Mathematics and Computation

Andreas Oslandsbotn

Željko Kereta

Valeriya Naumova

Yoav Freund

Alexander Cloninger

2022/8/1

Structure from Voltage

arXiv preprint arXiv:2203.00063

Robi Bhattacharjee

Alex Cloninger

Yoav Freund

Andreas Oslandsbotn

2022/2/28

When is the convergence time of langevin algorithms dimension independent? a composite optimization viewpoint

Journal of Machine Learning Research

Yoav Freund

Yi-An Ma

Tong Zhang

2022

Machine-assisted data editing for global bathymetry compilations using gradient boosting methods

AGU Fall Meeting Abstracts

Hugh Harper

Brook Tozer

Julaiti Alafate

Yoav Freund

David Sandwell

2021/12

Audio scene monitoring using redundant ad hoc microphone array networks

IEEE Internet of Things Journal

Peter Gerstoft

Yihan Hu

Michael J Bianco

Chaitanya Patil

Ardel Alegre

...

2021/8/9

Optimal Online Learning using Potential Functions

arXiv preprint arXiv:2106.10717

Yoav Freund

2021/6/20

Experimental design for bathymetry editing

arXiv preprint arXiv:2007.07495

Julaiti Alafate

Yoav Freund

David T Sandwell

Brook Tozer

2020/7/15

See List of Professors in Yoav Freund University(University of California, San Diego)

Co-Authors

H-index: 189
David Haussler

David Haussler

University of California, Santa Cruz

H-index: 90
David Kleinfeld

David Kleinfeld

University of California, San Diego

H-index: 83
Peter Bartlett

Peter Bartlett

University of California, Berkeley

H-index: 70
Anshul Kundaje

Anshul Kundaje

Stanford University

H-index: 60
Wee Sun Lee

Wee Sun Lee

National University of Singapore

H-index: 56
Nicolò Cesa-Bianchi

Nicolò Cesa-Bianchi

Università degli Studi di Milano

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