Computational Intelligence and Learning

TRAIL seminars in 2022-2023

That year, the seminars of the doctoral school were organized alternately with VAIA (the Flanders AI Academy).

Date Location Talks
18/11/2022, 2:00pm BeCentral & online Gianluca Bontempi - Machine learning for multivariate time series: from forecasting to causal inference
Abstract Slides Video

Tom Lenaerts - Cooperative AI, game theoretical research into socially beneficial AI
Abstract Slides [keynote] Slides [pdf] Video

Jérémie Fays - Business model open-source
Slides Video
17/01/2023, 2:00pm Online José Oramas - Interpretation and Explanation of Deep Computer Vision
Slides
17/02/2023, 2:00pm UCLouvain & online 14h: Benoît Macq - Coalitional Active Learning
Abstract Slides Video

15h15: Christine Decaestecker - Deep learning from multi-expert annotations: need for prior consensus or not? A use case in prostate cancer classification
Abstract Slides Video

16h: Roald Sieberath - Foundation models and ChatGPT
Abstract Slides Video
16/03/2023, 2:00pm Online Pierre Schaus and Tias Guns - Predict and Optimize: combinatorial optimisation with machine-learning based input
Abstract
25/05/2023, 2:00pm ULiege & online Thomas Capelle (Weights and Biases) - Reproducible Machine Learning
Abstract Slides Video (first 5 minutes are missing)
23/06/2023, 2:00pm Online Sidi Mahmoudi - Review of DNN optimization and compression methods for Edge AI systems
Abstract Slides Video

Louis Billot - The challenges of data transfer and processing on low resource hardware for AI applications
Slides Video

Mohamed Benkedadra - Edge AI for securing railway sites
Slides Video

Nicolas Amand - Intellectual property rights and database protection
Video

David Lhoir - The data management plan: concept, goals and tools
Slides Video