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ACDL 2020: An Online and Onsite Advanced Course

Big Data, Deep Learning & AI without Borders

The 3rd Advanced Course on Data Science & Machine Learning (ACDL) is a full-immersion five-day residential Course at the Certosa di Pontignano (Castelnuovo Berardenga – Tuscany, Italy) on cutting-edge advances in Data Science and Machine Learning with lectures delivered by world-renowned experts. The Course provides a stimulating environment for academics, early career researches, Post-Docs, PhD students and industry leaders. Participants will also have the chance to present their results with oral talks or posters, and to interact with their peers, in a friendly and constructive environment.

The Course will involve a total of 36-40 hours of lectures, according to the academic system the final achievement will be equivalent to 8 ECTS points for the PhD Students and the Master Students attending the Course.

Topics

  • Artificial Intelligence
  • Big Data
  • Cognitive Computing
  • Computational Cognitive Science
  • Constraint-Based Approaches to Machine Learning
  • Data Science
  • Deep Learning
  • Explainable Artificial Intelligence
  • General Reinforcement Learning Algorithms
  • Generative Adversarial Networks
  • Machine Learning
  • Probabilistic Generative Models
  • Probabilistic Programming
  • Reinforcement Learning
  • Robotics
  • Theory of Deep Learning

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Lecturers

Igor Babuschkin
DeepMind - Google, London, UK
Pierre Baldi
University of California Irvine, USA
Roman Belavkin
Middlesex University London, UK
Michael Bronstein
Twitter & Imperial College London, UK
Sergiy Butenko
Texas A&M University, USA
Marco Gori
University of Siena, Italy
Diederik P. Kingma
Google Brain, San Francisco, CA, USA
Risto Miikkulainen
University of Texas at Austin, USA
José C. Principe
University of Florida, USA
Guido Sanguinetti
The University of Edinburgh, UK
Mihaela van der Schaar
University of Cambridge

Tutorial Speakers

Davide Bacciu
University of Pisa, Italy
Giuseppe Fiameni
Nvidia, Italy
Varun Ojha
University of Reading, UK
Thomas Viehmann
MathInf GmbH, Germany

ACDL 2020 Directors

Giuseppe Nicosia
University of Catania, Italy
University of Cambridge, UK
Panos Pardalos
University of Florida, USA

www.lacertosadipontignano.com
—
+39-0577-1521104 – info@lacertosadipontignano.com
Pontignano — Siena — Tuscany — Italy
Certosa di Pontignano