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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Learning theory›statistical estimation›regularized estimation topic 7 papers · 17 experts
Sub-topics 2 · with their number of papers; shaded topics divide further
Experts on regularized estimation 17 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
David S. Matteson
dblp:52/11128
0.4 12020 16 · 8 since 2021 2025 corroborated
Jacob Bien
dblp:48/8776
0.4 12020 6 · 2 since 2021 2023 reported
Ines Wilms
dblp:179/7831
0.4 12020 2 · 1 since 2021 2022 verified
William B. Nicholson
dblp:136/5294
0.4 12020 2 · 0 since 2021 2020 none
Andreas Elsener
dblp:76/10397
0.4 12019 2 · 0 since 2021 2019 corroborated
Sara A. van de Geer
dblp:65/323
0.4 12019 8 · 1 since 2021 2021 verified
Lune Bellec
dblp:35/5051
0.4 12019 21 · 11 since 2021 2025 verified
Arun K. Kuchibhotla
dblp:248/8973
0.4 12019 5 · 4 since 2021 2023 reported
Bryon Aragam
dblp:140/7564
0.2 12015 40 · 27 since 2021 2025 none
Csaba Szepesvári
dblp:62/567
0.1 12012 227 · 62 since 2021 2026 verified
Bernardo Ávila Pires
dblp:124/8971
0.1 12012 15 · 9 since 2021 2025 none
Pradeep Ravikumar
dblp:94/3594
0.1 12006 154 · 49 since 2021 2025 corroborated
Martin J. Wainwright
dblp:48/6396
0.1 12006 170 · 18 since 2021 2026 verified
John D. Lafferty
dblp:46/6823
0.1 12006 91 · 5 since 2021 2025 verified
Robert E. Schapire
dblp:s/RobertESchapire
0.0 12004 149 · 12 since 2021 2026 verified
Miroslav Dudík
dblp:30/2146
0.0 12004 50 · 11 since 2021 2026 none
Steven J. Phillips
dblp:23/1127
0.0 12004 28 · 0 since 2021 2008 unresolved
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