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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›Optimization for machine learning›mirror descent›exponentiated gradient topic 11 papers · 22 experts · broader topic added to organise its sub-topics
Experts on exponentiated gradient 22 · 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
András György 0001
dblp:72/251-1
0.4 12019 99 · 27 since 2021 2025 verified
Csaba Szepesvári
dblp:62/567
0.4 12019 227 · 62 since 2021 2026 verified
Pooria Joulani
dblp:131/6847
0.4 12019 10 · 3 since 2021 2022 none
Jacob Steinhardt
dblp:35/10625
0.2 12014 74 · 52 since 2021 2025 corroborated
Percy Liang
dblp:04/1701
0.2 12014 220 · 92 since 2021 2025 verified
Francesco Orabona
dblp:80/3790
0.2 12013 78 · 26 since 2021 2026 conflict
Xavier Carreras
dblp:46/4131
0.2 22008 45 · 0 since 2021 2019 verified
Michael Collins 0001
dblp:29/1340-1
0.2 22008 103 · 13 since 2021 2025 conflict
Terry Koo
dblp:22/1028
0.2 22008 9 · 0 since 2021 2015 corroborated
Amir Globerson
dblp:08/4162
0.2 22008 118 · 40 since 2021 2025 none
Peter L. Bartlett
dblp:68/4020
0.1 12008 193 · 45 since 2021 2026 verified
Manfred K. Warmuth
dblp:w/ManfredKWarmuth
0.0 31997 178 · 11 since 2021 2025 none
Jyrki Kivinen
dblp:24/1118
0.0 21997 26 · 0 since 2021 2014 corroborated
Doina Precup
dblp:p/DoinaPrecup
0.0 11997 218 · 68 since 2021 2026 verified
Richard S. Sutton
dblp:48/6070
0.0 11997 86 · 13 since 2021 2025 conflict
Tom Bylander
dblp:09/1241
0.0 11997 31 · 0 since 2021 2011 none
Jamie Callan
dblp:c/JamesPCallan
0.0 11996 147 · 21 since 2021 2026 conflict
Andrew G. Barto
dblp:a/AndrewGBarto
0.0 11996 71 · 1 since 2021 2021 verified
Ron Papka
dblp:17/5961
0.0 11996 4 · 0 since 2021 1998 none
Yoram Singer
dblp:s/YoramSinger
0.0 11995 120 · 1 since 2021 2022 none
Robert E. Schapire
dblp:s/RobertESchapire
0.0 11995 149 · 12 since 2021 2026 verified
David P. Helmbold
dblp:10/1058
0.0 11995 56 · 0 since 2021 2020 none
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