| Zachary Lipton | Carnegie Mellon University |
| Yuriy Brun | University of Massachusetts Amherst |
| Yair Zick | National University of Singapore |
| Virgilio Almeida | Universidade Federal de Minas Gerais |
| Toshihiro Kamishima | National Institute of Advanced Industrial Science and Technology |
| Tong Wang | University of Iowa |
| Tolga Bolukbasi | Google |
| Timnit Gebru | Google AI |
| Tal Zarsky | University of Haifa |
| Sorelle Friedler chair | Haverford College |
| Solon Barocas | Cornell University |
| Sofia Olhede | University College London |
| Simone Stumpf | City, University of London |
| Seth Neel | University of Pennsylvania |
| Seda Gurses | KU Leuven |
| Sara Hajian | NTENT |
| Sandra Mayson | University of Georgia |
| Sam Corbett-Davies | Stanford University |
| Robin Burke | DePaul University |
| Ricardo Silva | University College London |
| Ricardo Baeza-Yates | NTENT & Northeastern Univ. |
| Reuben Binns | University of Oxford |
| Rediet Abebe | Cornell University |
| Ravi Shroff | New York University |
| Rachel Cummings | Georgia Tech |
| Piotr Mardziel | Carnegie Mellon University |
| Pauline Kim | Washington University in St. Louis |
| Osonde Osoba | RAND |
| Nisheeth Vishnoi | École Polytechnique Fédérale de Lausanne |
| Nikolaos Laoutaris | Eurecat and the Data Transparency Lab |
| Nicholas Mattei | IBM Research |
| Nicholas Diakopoulos | Northwestern University |
| Nati Srebro | University of Chicago |
| Nathan Kallus | Cornell University |
| Nataliya Sokolovska | Sorbonne University |
| Mykola Pechenizkiy | TU Eindhoven |
| Muhammad Bilal Zafar | Bosch Center for Artificial Intelligence |
| Michael Veale | University College London |
| Michael Tschantz | International Computer Science Institute—Berkeley |
| Michael Kim | Stanford University |
| Michael Hind | IBM Research |
| Michael Ekstrand | Boise State University |
| Megan Stevenson | George Mason University |
| Maya Gupta | Google |
| Matthew Kay | University of Michigan |
| Matthew Joseph | University of Pennsylvania |
| Matt Fredrikson | Carnegie Mellon University |
| Martha Larson | Delft University of Technology |
| Maria De-Arteaga | Carnegie Mellon University |
| Manuel Gomez Rodriguez | Max-Planck-Institut fÃ_r Informatik |
| Manish Raghavan | Cornell University |
| Luke Stark | Microsoft Research |
| Lilian Edwards | University of Strathclyde |
| Lassana Magassa | University of Washington |
| Kush Varshney | IBM Research |
| Kristian Lum | Human Rights Data Analysis Group |
| Kori Inkpen | Microsoft Research |
| Katherine Strandburg | New York University |
| Karrie Karahalios | UIUC |
| Julius Adebayo | MIT |
| Juhi Kulshrestha | GESIS - Leibniz Institute for the Social Sciences |
| Joshua Loftus | New York University |
| Joshua Kroll | University of California Berkeley |
| Joris van Hoboken | Vrije Universiteit Brussel |
| Jeffrey Bigham | Carnegie Mellon University |
| James Johndrow | Stanford University |
| James Grimmelmann | Cornell University |
| Isabel Kloumann | Facebook |
| Ilya Shpitser | Johns Hopkins University |
| Hoda Heidari | ETH Zurich |
| Henriette Cramer | Spotify |
| Helen Nissenbaum | Cornell |
| Hal Daumé III | University of Maryland - College Park / Microsoft Research |
| Glencora Borradaile | Oregon State University |
| Giles Hooker | Cornell University |
| Gianluca Demartini | University of Queensland |
| Gerome Miklau | University of Massachusetts Amherst |
| Frederik Zuiderveen Borgesius | University of Amsterdam & Vrije Universiteit Brussels |
| Frank Pasquale | University of Maryland |
| Flavio Calmon | Harvard University |
| Filiz Garip | Cornell University |
| Fernando Diaz chair | Microsoft Research |
| Emre Kıcıman chair | Microsoft |
| Emma Pierson | Stanford |
| Elana Zeide | UCLA School of Law |
| Ed Chi | Google |
| Ece Kamar | Microsoft Research |
| Dong Nguyen | Alan Turing Institute |
| Deirdre Mulligan | University of California Berkeley |
| David Robinson | Upturn |
| Daniel Ho | Stanford University |
| Christo Wilson chair | Northeastern University |
| Chenhao Tan | University of Colorado Boulder |
| Chelsea Barabas | Massachusetts Institute of Technology |
| Chaofan Chen | Duke |
| Casey Fiesler | University of Colorado Boulder |
| Carsten Eickhoff | Brown University |
| Carlos Castillo | Universitat Pompeu Fabra |
| Brent Mittelstadt | Oxford University |
| Brent Hecht | Northwestern University |
| Brandie Nonnecke | University of California Berkeley |
| Bo Waggoner | Microsoft Research |
| Bill Howe | University of Washington |
| Bettina Berendt | KU Leuven |
| Berk Ustun | Harvard University |
| Benjamin Fish | Microsoft Research |
| Ben Green | Harvard University |
| Aylin Caliskan | The George Washington University |
| Augustin Chaintreau | Columbia University |
| Asia Biega | Max Planck Institute for Informatics |
| Ashton Anderson | University of Toronto |
| Arvind Karunakaran | McGill University |
| Aniko Hannak | Vienna University of Economics and Business |
| Angele Christin | Stanford University |
| Andrew Selbst | Data & Society |
| Andrea Roth | University of California Berkeley |
| Alicia Solow-Niederman | University of California Los Angeles |
| Alexandra Olteanu chair | Microsoft Research |
| Alexandra Chouldechova chair | Carnegie Mellon University |
| Alex Beutel | Google |
| Alessandro Mantelero | Polytechnic University of Turin |
| Alan Mislove | Northeastern University |
| Adam Kalai | Microsoft Research |