2026 Anna C. Gilbert: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	46	6636	6444	2930	2821	139	23718

Research.com Recognitions

2006 - Fellow of Alfred P. Sloan Foundation

Overview

Anna C. Gilbert is affiliated with Yale University in the United States. Their research spans multiple areas within computer science, with a focus on complex analytical methods and applications in both theoretical and applied contexts.

The main fields of study for Anna C. Gilbert include Computer Science, with key subfields encompassing Computer Vision and Pattern Recognition, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Computational Theory and Mathematics, and Infectious Diseases.

Key research topics covered by their work include:

Face and Expression Recognition
SARS-CoV-2 detection and testing
Topological and Geometric Data Analysis
Advanced Neuroimaging Techniques and Applications
Numerical methods in inverse problems
Scientific Computing and Data Management
Global Health and Surgery

Anna C. Gilbert has contributed to several publication venues, frequently publishing in arXiv (Cornell University) with 10 papers, as well as journals such as F1000Research, Journal of Information Science, BMC Bioinformatics, and Acta Materialia.

Selected recent papers from their work include:

"Factors influencing researchers' journal selection decisions," 2020, Journal of Information Science
"A rank-based marker selection method for high throughput scRNA-seq data," 2020, BMC Bioinformatics
"Effective subgrouping enhances machine learning prediction in complex materials science phenomena: Inoue's subgrouping in discovering bulk metallic glasses," 2023, Acta Materialia
"Understanding the Barriers to Pooled SARS-CoV-2 Testing in the United States," 2021, Microbiology Spectrum
"Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding," 2020, arXiv (Cornell University)

Frequent coauthors collaborating with Anna C. Gilbert include:

Rishi Sonthalia
Andrew Kelly
Victoria Gardner
Kevin O'Neill
Isay Katsman

Among distinctions, Anna C. Gilbert was awarded the title of Fellow of the Alfred P. Sloan Foundation in 2006. This recognises contributions to their field within the broader scientific community.

Best Publications

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

J.A. Tropp;A.C. Gilbert

12102
Citations
Algorithms for simultaneous sparse approximation: part I: Greedy pursuit

Joel A. Tropp;Anna C. Gilbert;Martin J. Strauss

1597
Citations
Data networks as cascades: investigating the multifractal nature of Internet WAN traffic

A. Feldmann;A. C. Gilbert;W. Willinger

754
Citations
Dynamics of IP traffic: a study of the role of variability and the impact of control

Anja Feldmann;Anna C. Gilbert;Polly Huang;Walter Willinger

656
Citations
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries

Anna C. Gilbert;Yannis Kotidis;S. Muthukrishnan;Martin Strauss

583
Citations
The changing nature of network traffic: scaling phenomena

A. Feldmann;A. C. Gilbert;W. Willinger;T. G. Kurtz

520
Citations
Combining geometry and combinatorics: A unified approach to sparse signal recovery

R. Berinde;A.C. Gilbert;P. Indyk;H. Karloff

465
Citations
Sparse Recovery Using Sparse Matrices

Anna Gilbert;Piotr Indyk

442
Citations
Simultaneous sparse approximation via greedy pursuit

J.A. Tropp;A.C. Gilbert;M.J. Strauss

382
Citations
Near-optimal sparse fourier representations via sampling

A. C. Gilbert;S. Guha;P. Indyk;S. Muthukrishnan

379
Citations
Fast, small-space algorithms for approximate histogram maintenance

Anna C. Gilbert;Sudipto Guha;Piotr Indyk;Yannis Kotidis

377
Citations
One sketch for all: fast algorithms for compressed sensing

A. C. Gilbert;M. J. Strauss;J. A. Tropp;R. Vershynin

375
Citations
Random Sampling for Analog-to-Information Conversion of Wideband Signals

J. Laska;S. Kirolos;Y. Massoud;R. Baraniuk

335
Citations
Improved time bounds for near-optimal sparse Fourier representations

A. C. Gilbert;S. Muthukrishnan;M. Strauss

291
Citations
Approximation of functions over redundant dictionaries using coherence

Anna C. Gilbert;S. Muthukrishnan;Martin J. Strauss

258
Citations
How to summarize the universe: dynamic maintenance of quantiles

Anna C. Gilbert;Yannis Kotidis;S. Muthukrishnan;Martin J. Strauss

247
Citations
Scaling analysis of conservative cascades, with applications to network traffic

A.C. Gilbert;W. Willinger;A. Feldmann

222
Citations
Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data

Anna C. Gilbert;Piotr Indyk;Mark A. Iwen;Ludwig Schmidt

202
Citations
Sparse Approximation Via Iterative Thresholding

K.K. Herrity;A.C. Gilbert;J.A. Tropp

196
Citations
One-pass wavelet decompositions of data streams

A.C. Gilbert;Y. Kotidis;S. Muthukrishnan;M.J. Strauss

183
Citations
Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case

Joel A. Tropp;Anna C. Gilbert

21
Citations

Frequent Co-Authors

Martin J. Strauss University of Michigan–Ann Arbor

Subbaratnam Muthukrishnan Kansas State University

Joel A. Tropp California Institute of Technology

Walter Willinger NIKSUN, Inc.

Ely Porat Bar-Ilan University

Anja Feldmann Max Planck Society

Atri Rudra University at Buffalo, State University of New York

Yannis Kotidis Athens University of Economics and Business

Piotr Indyk MIT

Richard G. Baraniuk Rice University

External Links

Wikipedia of Anna C. Gilbert Personal website of Anna C. Gilbert Google Scholar page

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