Human-centric Machine Learning

Established: January 9, 2019

Mission

Help to ensure widespread benefits to, and acceptance from, the public by guaranteeing:
- Transparency, clear accountability, interpretability and fairness of the algorithmic decisions
- Amenable to legal and technical certification, accountability and verifiability.

Program Directors

Adrian Weller
Program Director • Fellow
The Alan Turing Institute (ATI)
University of Cambridge
Nuria Oliver
Unit Director • Program Director • Fellow
ELLIS Alicante Unit Foundation
Plamen P. Angelov
Program Director • Fellow
Lancaster University

People

Antti Honkela
Fellow
Finnish Center for Artificial Intelligence (FCAI)
University of Helsinki (UH)
Aurélien Bellet
Fellow
National Institute for Research in Digital Science and Technology (Inria)
Bruno Lepri
Unit Director • Fellow
Fondazione Bruno Kessler (FBK)
MIT Media Lab
ChaTo Castillo
Fellow
Pompeu Fabra University
Chris Russell
Fellow
Amazon
Ciro Cattuto
Fellow
ISI Foundation
University of Torino
Emilia Gómez
Fellow
Pompeu Fabra University
Guoying Zhao
Fellow
University of Oulu
ELLIS Institute Finland
Krishna P. Gummadi
Fellow
Max Planck Institute for Software Systems (MPI-SWS)
Lilian Edwards
Scholar
Newcastle Law School
Manuel Gomez Rodriguez
Fellow
Max Planck Institute for Software Systems (MPI-SWS)
Novi Quadrianto
Scholar
University of Sussex
Nozha Boujemaa
Fellow
National Institute for Research in Digital Science and Technology (Inria)
Sergio Escalera
Fellow
University of Barcelona
Thomas Hofmann
Fellow
ETH Zurich
Virginia Dignum
Fellow
Umeå University

Contact

Nuria Oliver
Unit Director • Program Director • Fellow
ELLIS Alicante Unit Foundation
Latest News
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The 2026 ELLIS Program workshop on Human-Centric Machine Learning (HCML) explored the future of trustworthy AI, moving beyond isolated models and simple...
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