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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›high-dimensional statistics›matrix regularization topic 4 papers · 13 experts · broader topic added to organise its sub-topics
Experts on matrix regularization 13 · 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
Emmanuel Bacry
dblp:71/5652
0.4 12020 10 · 1 since 2021 2024 none
Stéphane Gaïffas
dblp:58/9890
0.4 12020 18 · 5 since 2021 2023 none
Jean-François Muzy
dblp:38/4039
0.4 12020 6 · 0 since 2021 2020 reported
Martin Bompaire
dblp:222/2161
0.4 12020 5 · 2 since 2021 2022 none
Sham M. Kakade
dblp:s/SMKakade
0.1 12012 185 · 64 since 2021 2026 none
Shai Shalev-Shwartz
dblp:95/2750
0.1 12012 99 · 5 since 2021 2022 verified
Ambuj Tewari
dblp:24/567
0.1 12012 117 · 43 since 2021 2026 corroborated
Joel A. Tropp
dblp:t/JoelATropp
0.1 12010 28 · 1 since 2021 2021 verified
Benjamin Recht
dblp:r/BenRecht
0.1 12010 71 · 12 since 2021 2026 verified
Jason D. Lee
dblp:88/3262
0.1 12010 148 · 94 since 2021 2026 verified
Ruslan Salakhutdinov
dblp:62/5884
0.1 12010 225 · 80 since 2021 2025 verified
Nathan Srebro
dblp:50/3633
0.1 12010 163 · 54 since 2021 2026 verified
Francis R. Bach
dblp:b/FrancisRBach
0.1 12008 235 · 50 since 2021 2025 verified
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