Explainable AI (XAI): Making AI systems more transparent and understandable to humans.
ELLIS created a network of outstanding AI researchers across Europe and Israel with a proven track record of scientific excellence. These scientists are top experts in their respective fields and participate in ELLIS in various ways, for example by building up cross-national research programs and ELLIS sites, and by supervising ELLIS PhD students. All scientists listed below are members of the ELLIS network, carry out own research projects at scientific institutions across Europe, and are available to provide statements on their respective field of expertise. You can filter the list alphabetically.
If you would like to get in touch with one of our experts, please contact pr@ellis.eu.
| Name | Role | ELLIS Unit | ELLIS Program | Spoken languages | Website |
|---|---|---|---|---|---|
| Manuel Gomez Rodriguez | Fellow | Saarbrücken, Germany | Human-centric Machine Learning | Spanish, English | http://learning.mpi-sws.org |
| Juan Manuel Gorriz Saez | Member | Cambridge, UK | Theory, Algorithms and Computations of Modern Learning Systems | Spanish, English | https://www.ugr.es/~gorriz/ |
| Fredrik Johnasson | Member | Swedish, English | https://www.fredjo.com | ||
| Sabine Süsstrunk | Fellow | Lausanne, Switzerland | English, French, German | https://www.epfl.ch/labs/ivrl/ | |
| Bastian Rieck | Member | Munich, Germany | Geometric Deep Learning | German, English | https://bastian.rieck.me |
| Cassio de Campos | Member | English, Portuguese, Italian | https://uai.win.tue.nl/cassio-de-campos/ | ||
| Nuria Oliver | Fellow | Alicante, Spain | Human-centric Machine Learning | Spanish, English, French, Catalan | https://nuriaoliver.com |
| Sören Auer | Member | Semantic, Symbolic and Interpretable Machine Learning | German, English | https://tib.eu/auer | |
| Philipp Berens | Scholar | Tübingen, Germany | German, English | https://www.hertie.ai/data-science | |
| François Bachoc | Member | French, English | https://www.math.univ-toulouse.fr/~fbachoc/index.html | ||
| Alberto Suárez | Member | Madrid, Spain | Spanish, English, French, Dutch | https://www.eps.uam.es/~gaa | |
| Jes Frellsen | Member | Copenhagen, Denmark | English, Danish | https://frellsen.org | |
| Paolo Papotti | Member | Paris, France | Natural Language Processing | Italian, English | https://papotti.eurecom.io/ |
| Joachim Denzler | Fellow | Jena, Germany | Machine Learning for Earth and Climate Sciences | German, English | https://www.inf-cv.uni-jena.de |
| Simone Scardapane | Member | English, Italian | https://sscardapane.it/ | ||
| Gennady Roshchupkin | Member | ELLIS Health | English | https://www.roshchupkin.org | |
| Christian Wachinger | Member | Munich, Germany | German, English, | https://www.ai-med.de | |
| Nicu Sebe | Fellow | Trento, Italy | Multimodal Learning Systems | English, Italian, Romanian | https://disi.unitn.it/~sebe/ |
| Christoph Bock | Fellow | ELLIS Health | German, English | https://meduniwien.ac.at/ai | |
| Martin Trapp | Member | Helsinki, Finland | Theory, Algorithms and Computations of Modern Learning Systems | English, German | https://trappmartin.github.io |
| Alexander Brenning | Member | Jena, Germany | Machine Learning for Earth and Climate Sciences | German, English, Spanish | https://www.geographie.uni-jena.de/en/brenning |
| Miguel-Ángel Fernández-Torres | Member | Spanish, English | https://miguelangelft.github.io/ | ||
| Hongpeng Zhou | Member | English, Chinese | https://www.hongpengzhou.com/ | ||
| Radu Tudor Ionescu | Member | English, Romanian | http://raduionescu.herokuapp.com | ||
| Jean-Michel Loubes | Member | Human-centric Machine Learning | French, Spanish, English | https://gems-ai.aniti.fr/jean-michel-loubes/ | |
| Adrian Weller | Scholar | Cambridge, UK | Human-centric Machine Learning | English | http://mlg.eng.cam.ac.uk/adrian |
| Vincent Fortuin | Member | Munich, Germany | English, German | https://fortuin.github.io/ | |
| Bruno Lepri | Fellow | Trento, Italy | Human-centric Machine Learning | Italian, English | |
| Gemma Roig | Member | English, Spanish, Catalan, Italian | https://www.cvai.cs.uni-frankfurt.de/ | ||
| Nadav Cohen | Scholar | Tel Aviv, Israel | English, Hebrew | https://www.cohennadav.com | |
| Rebecca Killick | Fellow | English | https://www.lancs.ac.uk/~killick | ||
| Eran Yahav | Fellow | Haifa, Israel | Semantic, Symbolic and Interpretable Machine Learning | English, Hebrew, | https://csaws.cs.technion.ac.il/~yahave/ |
| Giovanni Iacca | Member | Trento, Italy | English, Italian | https://sites.google.com/site/giovanniiacca/ | |
| Abhinav Valada | Scholar | Freiburg, Germany | English | https://rl.uni-freiburg.de/people/valada | |
| Mario Muñoz Organero | Member | Alicante, Spain | ELLIS Health | Spanish, English | https://researchportal.uc3m.es/display/inv18527 |
| Antonio Vergari | Member | Edinburgh, UK | Italian, English | https://april-tools.github.io/ | |
| Anna Lukina | Member | Delft, the Netherlands | English | https://www.annalukina.com | |
| Bernd Bischl | Scholar | Munich, Germany | English, German | https://www.slds.stat.uni-muenchen.de/ | |
| Robert Peharz | Member | Graz, Austria | English, German | https://robert-peharz.github.io/ | |
| Nadja Klein | Member | English, German | https://kleinlab-statml.github.io/ | ||
| Willem Zuidema | Member | Amsterdam, the Netherlands | Natural Language Processing | Dutch, English | https://staff.science.uva.nl/w.zuidema |
| Marcus Liwicki | Member | German, English, Swedish | https://www.ltu.se/en/staff/m/marcus-liwicki | ||
| Damien Garreau | Member | English, French | https://sites.google.com/view/damien-garreau/home | ||
| Tom Heskes | Fellow | Nijmegen, the Netherlands | Nederlands, English | https://www.cs.ru.nl/~tomh/ | |
| Sandro Pezzelle | Member | Amsterdam, the Netherlands | English, Italian | https://sandropezzelle.github.io/ | |
| Stefano V. Albrecht | Scholar | Edinburgh, UK | English, German | https://agents.inf.ed.ac.uk/stefano-albrecht/ | |
| Manuele Leonelli | Member | English, Spanish, Italian | https://manueleleonelli.github.io | ||
| Tilman Plehn | Member | Heidelberg, Germany | ELLIS Health | German, English | https://www.thphys.uni-heidelberg.de/~plehn/ |
| Yonatan Belinkov | Scholar | Haifa, Israel | English, Hebrew, | https://www.belinkov.com | |
| Bartosz Zieliński | Member | Warsaw, Poland | Polish, English | https://bartoszzielinski.github.io/ | |
| Virginia Dignum | Member | English, Portuguese, Dutch, Spanish, French, (swedish) | |||
| Piotr Szymańśki | Member | Natural Language Processing | English, Polish, German | https://ai.pwr.edu.pl/author/piotr-szymanski/ | |
| Wojciech Samek | Scholar | Berlin, Germany | German, Polish, English | https://iphome.hhi.de/samek/ | |
| Dario Zanca | Member | Italian, Spanish, English | https://www.dariozanca.com/ | ||
| Indrė Žliobaitė | Member | Helsinki, Finland | English, Lithuanian | https://www.zliobaite.com/ | |
| Venelin Kovatchev | Member | Bulgarian, English | https://vkovatchev.com | ||
| Elisa Fromont | Member | French, English | http://people.irisa.fr/Elisa.Fromont/ | ||
| Ti John | Member | Helsinki, Finland | German, English | http://www.infinitecuriosity.org/about/ | |
| Panagiotis Karras | Member | Copenhagen, Denmark | English, Greek | https://cs.au.dk/~karras/ | |
| Adrian Hilton | Fellow | London, UK | English | https://www.surrey.ac.uk/people/adrian-hilton | |
| Niki Kilbertus | Member | Munich, Germany | ELLIS Health | English, German | https://sites.google.com/view/nikikilbertus |
| Iris Groen | Member | Amsterdam, the Netherlands | Dutch, English | https://www.irisgroen.com | |
| Sayan Mukherjee | Member | English, Bengali | https://sayanmuk.github.io/ |
