We study some aspects of the emergence of lógos from xáos on a basal model of the
universe using methods and techniques from algorithmic information and Ramsey theories …

Deep learning and other similar machine learning techniques have a huge advantage over
other AI methods: they do function when applied to real-world data, ideally from scratch …

This document presents the main research problems addressed during my PhD studies. All
these researches are led inside the two teams DBWeb in Télécom Paris-Tech and LInK …

Traditional machine learning setting consists in learning a concept from a learning data set
and applying the learned concept on a test data set supposed to be independent from the …

Classical learning methods are often based on a simple but restrictive assumption: The
present and future data are generated according to the same distributions. This hypothesis …