Data Science and Mining team (DaSciM), LIX Laboratory, École Polytechnique.

Talks

Slides from a selection of talks and tutorials. The slides from conference and workshop talks are linked to within my Publications page.

Tutorials

Multi-label Classification for Batch and Streaming Data MAESTRA Summer School on Mining Big and Complex Data 04-08 September 2016, Ohrid, Macedonia.

Multi-label Classification ECML-PKDD Summer School on Data Sciences for Big Data 02-05 September 2015, Porto, Portugal.

Multi-label Classification [Part I], [Part II] Summer School on Machine Learning and Knowledge Discovery in Databases (MLKDD) July 14-17, 2013, Sao Carlos, SP, Brazil.

Selection of Seminar Talks

"Classifier Chains for Multi-label Classification". Seminar Talk. University of Helsinki, HIIT Kumpula, Helsinki, March 28, 2014

"Advances in Multi-label Classification". Seminar Talk. Universidad de Málaga, Departmento Lenjuages y Ciencias de la Computación, Málaga, June 2011

"On-line Multi-label Classification". Seminar Talk. Universitat Politècnica de Catalunya, Departament de Llenguatges i Sistemes Informàtics, Barcelona, October 2008

Teaching

Methods for Big Data Analytics 2016-2017 M2 Datascience Program. École Polytechnique, Université Paris Saclay.

Introduction to Machine Learning, 2016. M1. École Polytechnique.

IoT Stream Data Mining 2016/2017. M2 Data and Knowledge Program. Université Paris Saclay

Special Course in Computer and Information Science III P Spring 2015 Dynamical models for prediction and decision making. Aalto University.

Tratamiento de Datos 2013/2014 (Labs - Procesos Gaussianos). Máster Universitario en Ingeniería de Telecomunicación, Universidad Carlos III de Madrid. [Código Matlab Part 1, Part 2].

Systems and Signals 2013/2014 (Part 1/2) Grado en Ing. Biomédica, Universidad Carlos III de Madrid. [Course Notes].