TAILOR - Foundations of Trustworthy AI Integrating Learning Optimisation and Reasoning
From 01-09-2020 to 31-08-2023
Description
The purpose of TAILOR is to build the capacity of providing the scientific foundations for Trustworthy AI in Europe by developing a network of research excellence centres leveraging and combining learning, optimization and reasoning: Throughout this document (starting with its title), learning will mean Machine Learning techniques, starting with the highly successful and today prominent Deep Learning, but also including other approaches like Bayesian Networks, Support Vector Machines, and Decision Trees; optimization will mean continuous, discrete and combinatorial optimization, and their hybrids, and include techniques like convex optimization and gradient methods, constraint programming, heuristics and meta-heuristics, deterministic and stochastic approaches; and reasoning will subsume deductive, inductive, and abductive reasoning, monotonic and non-monotonic reasoning, and include techniques like statistical relational learning, as well as probabilistic and inductive programming.
Team
- Johan Suykens, Co-promoter
- L. De Raedt, Promoter (External)
Financing
Funding: EU Funding - European Funding
Program/Grant Type: EU Other - Other
Events
2/09/2024:
PhD defense - Martijn Oldenhof
Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery
3/09/2024:
Meet the Jury Igor Tetko on Advanced Machine Learning in Drug Discovery
12/09/2024:
Multimodal analysis of cell-free DNA for sensitive cancer detection in low-coverage and low-sample settings
Seminar by Antoine Passemiers
News
STADIUS Alumni Herman Verrelst – new CEO of Biocartis
08 June 2017
Herman Verrelst, the founder of KU Leuven spin-off Cartagenia, who has been working in Silicon Valley, US for the last few years will be returning to Belgium to follow the steps of Rudi Pauwels as CEO of the Belgian diagnostic company, Biocartis.
Supporting healthcare policymaking via machine learning – batteries included!
29 May 2017
STADIUS takes the lead in the data analytics efforts in an ambitious European Project MIDAS.
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition?
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Op 5 oktober 2016 heeft de Algemene Vergadering van de Academie KVAB Joos Vandewalle verkozen tot voorzitter van de KVAB.