M4AI — Mathematics for Artificial Intelligence

Meetings

Introduction to mathematics for artificial intelligence

This seminar series begins with short (two session, single day) introductory courses covering different topics:

Introduction to machine learning for mathematicians (João Costa),
Aspects of approximation, optimization, and generalization in Machine Learning (Luís Carvalho),
Infinitely wide neural networks (Gonçalo Oliveira),
Introduction to reinforcement learning and Markov decision processes (Pedro A. Santos),
Some applications of supervised and semi-supervised learning (Damian Kaloni Mayorga Pena),
Analogical Reasoning: Theory, Applications and further surprises,(Miguel Couceiro, 6/6/2025).

Permanent link to this information: https://m4ai.math.tecnico.ulisboa.pt/lecture_series?sgid=77