Seminars + Hands-On Workshops
2022
Shen Liang
Deep Domain Adaptation and Generalization
2022
Shen Liang
Deep Transfer Learning and Multi-task Learning
2022
Shen Liang
Knowledge-guided Data Science
2022
Foula Vagena
Generative Models + Hands-On Workshop
2022
Foula Vagena
Generative Models
2022
Foula Vagena
Statistical Machine Learning: Interence and Learning
2022
Foula Vagena
Statistical Machine Learning: Overview and Applications
2022
Foula Vagena
Graph Based Data Science: Opportunities Challenges and Techniques
2021
Foula Vagena
Ensemble Learning: Theory and Techniques
2021
Foula Vagena
Deep Learning for Sequential Data: Models and Applications
2021
Foula Vagena
Convolutional Neural Networks: An Overview and Applications
2021
Foula Vagena
Deep Learning: An overview using Multi Layer Perceptrons (MLPs)
2021
Foula Vagena
Data Science: A high level overview
By the way
Nikos Paragios – Seeing the Invisible – Doing the Impossible: Reinventing Healthcare with Generative AI-powered diagnosis, treatment and beyond
Nikos ParagiosDecember 04, 2024Vulpian Amphitheater, 12 rue de l’École de Médecine (75006 Paris) Nikos Paragios (52) is distinguished professor of Mathematics (on partial leave) at Ecole CentraleSupelec, the school of engineering ofthe University of Paris-Saclay and...
Deeply Learning from Neutrino Interactions with the KM3NeT neutrino telescope
2022 PhD/ DIAI Projects @AstronomyParticle physics and graph neural networks Santiago PENA MARTINEZ Project Summary A new generation of neutrino experiments is in the horizon looking to explore many of the open questions on neutrino properties and searching for...
Alon Halevy – Well-being, AI, and You: Developing AI-based Technology for Well-being
Alon HalevyDecember 04, 2024Vulpian Amphitheater, 12 rue de l’École de Médecine (75006 Paris) Alon Halevy is a Distinguished Engineer in Google Cloud. From 2019 until November 2023, he was a director at Meta’s Reality Labs Research, where he worked on Personal Digital...
Shen Liang – Knowledge-guided Data Science
Shen LiangMay 18, 4 PM online (zoom) linkedinAbstract This tutorial presents an overview of knowledge-guided data science, a rising methodology in machine learning which fuses data with domain knowledge. We will present numerous case studies on this methodology...