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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›Reinforcement learning›kernel-based reinforcement learning topic 10 papers · 17 experts
Experts on kernel-based reinforcement learning 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
Sattar Vakili
dblp:140/5473
1.9 32024 30 · 23 since 2021 2025 corroborated
Julia Olkhovskaya
dblp:220/5277
0.7 12023 10 · 8 since 2021 2025 none
Jonathan Scarlett
dblp:78/9667
0.5 12021 113 · 51 since 2021 2026 verified
Tara Javidi
dblp:74/2569
0.5 12021 109 · 20 since 2021 2026 verified
Emilie Kaufmann
dblp:67/11350
0.5 12021 50 · 27 since 2021 2025 none
Omar Darwiche Domingues
dblp:255/7010
0.5 12021 10 · 8 since 2021 2025 none
Pierre Ménard
dblp:176/5039
0.5 12021 29 · 21 since 2021 2025 none
Matteo Pirotta
dblp:137/3249
0.5 12021 56 · 25 since 2021 2025 none
Michal Valko
dblp:03/5455
0.5 12021 109 · 45 since 2021 2025 conflict
Joelle Pineau
dblp:p/JoellePineau
0.4 22016 131 · 20 since 2021 2024 verified
Doina Precup
dblp:p/DoinaPrecup
0.4 22016 218 · 68 since 2021 2026 verified
André Barreto 0001
dblp:72/953
0.4 22016 46 · 20 since 2021 2025 verified
Branislav Kveton
dblp:92/5526
0.4 32013 105 · 43 since 2021 2026 corroborated
Georgios Theocharous
dblp:90/508
0.3 22013 36 · 5 since 2021 2024 none
Milos Hauskrecht
dblp:54/4898
0.1 12006 100 · 13 since 2021 2025 verified
Peter W. Glynn
dblp:g/PeterWGlynn
0.0 12000 35 · 7 since 2021 2025 verified
Dirk Ormoneit
dblp:36/2143
0.0 12000 13 · 0 since 2021 2005 none
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