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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›Probabilistic and Bayesian machine learning›statistical inference›bayesian inference›bayesian model learning topic 4 papers · 11 experts · broader topic added to organise its sub-topics
Experts on bayesian model learning 11 · 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
Jason Baldridge
dblp:90/6617
0.2 12015 69 · 18 since 2021 2024 corroborated
Noah A. Smith
dblp:90/5204
0.2 12015 257 · 83 since 2021 2026 conflict
Chris Dyer
dblp:41/6895
0.2 12015 124 · 7 since 2021 2023 none
Dan Garrette
dblp:117/4050
0.2 12015 22 · 10 since 2021 2024 none
Michael H. Bowling
dblp:71/5161
0.2 12013 113 · 19 since 2021 2025 corroborated
Marc G. Bellemare
dblp:38/4525
0.2 12013 61 · 23 since 2021 2025 verified
Joel Veness
dblp:33/7411
0.2 12013 30 · 8 since 2021 2025 none
William Bialek
dblp:75/5386
0.0 12003 30 · 0 since 2021 2014 corroborated
Gurinder S. Atwal
dblp:01/4718
0.0 12003 4 · 1 since 2021 2025 corroborated
Finale Doshi-Velez
dblp:64/7056
0.0 12007 92 · 29 since 2021 2025 verified
Nicholas Roy
dblp:32/2668
0.0 12007 121 · 19 since 2021 2025 conflict
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