Early registration deadline: April 15
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ACDL 2019 Early Registration Deadline: April 15 
https://acdl2019.icas.xyz/registration/

ACDL 2019 Titles & Abstracts

ACDL 2019, 2nd Advanced Course on Data Science & Machine Learning, Siena - 
Tuscany, Italy, July 15-19 - Early Registration: April 15 
https://acdl2019.icas.xyz/registration/

* Apologies for multiple copies. Please forward to anybody who might be 
interested *

An Interdisciplinary Course: Big Data, Deep Learning & AI without Borders 
https://acdl2019.icas.xyz

ACDL 2019 – A Unique Experience: Data Science, Machine Learning & AI with the 
World’s Leaders in the fascinating atmosphere of the ancient Certosa di 
Pontignano https://acdl2019.icas.xyz

Certosa di Pontignano, Siena - Tuscany, Italy
July 15-19, 2019
https://acdl2019.icas.xyz   https://acdl2019.icas.xyz   

[email protected] 
mailto:[email protected]?subject=ACDL%202019%20Registration&body=ACDL%202019%20Registration

Early registration deadline: April 15
https://acdl2019.icas.xyz/registration/ https://acdl2019.icas.xyz/registration/

LECTURERS:  

Each Lecturer will hold three lessons on a specific topic.
https://acdl2019.icas.xyz/lectures/ https://acdl2019.icas.xyz/lectures/

Ioannis Antonoglou, Google DeepMind, UK

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Marco Gori, University of Siena, Italy

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Phillip Isola, MIT, USA                        

Lecture 1: Introduction to Generative Adversarial Networks

Lecture 2: Conditional GANs and Data Prediction

Lecture 3: GANs for Domain Translation

Leslie Kaelbling, MIT - Computer Science & Artificial Intelligence Lab, USA

Lecture 1: Learning in the factory and in the wild:  designing robot systems 
that learn

Lecture 2: Learning factored transition models for planning in complex hybrid 
spaces

Lecture 3: Learning to speed up planning in complex hybrid spaces

Ilias S. Kotsireas, Wilfrid Laurier University, Canada 

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Dolores Romero Morales, Copenhagen Business School, Denmark            

Lecture 1: Latest advances in enhancing Interpretability in Data Science via 
means of Mathematical Optimization (Part 1)

Lecture 2: Latest advances in enhancing Interpretability in Data Science via 
means of Mathematical Optimization (Part 2)

Lecture 3: Latest advances in enhancing Interpretability in Data Science via 
means of Mathematical Optimization (Part 3)

Panos Pardalos, University of Florida, USA

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Ruslan Salakhutdinov, Carnegie Mellon University & AI Research at Apple, USA

Lecture 1: Introduction to Deep Learning, Neural Networks & Convolutional 
Neural Networks  Lecture 2: Deep Unsupervised Learning  

Lecture 3: Recent Advances and New Challenges for Deep Learning  

Lecture 4: Deep Learning for Natural Language Processing/Reading Comprehension

Josh Tenenbaum, MIT, USA

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Naftali Tishby, Hebrew University, Israel

Lecture 1: TBA

Lecture 2: TBA

Lecture 3: TBA

Joaquin Vanschoren, Eindhoven University of Technology, The Netherlands

Lecture 1: Introduction to Automated Machine Learning (AutoML)

Lecture 2: Meta-learning

Lecture 3: AutoML and meta-learning for neural networks

Oriol Vinyals, Google DeepMind, UK                        

Lecture 1: Graph Neural Networks  

Lecture 2: Reinforcement and Imitation Learning at Scale: AlphaStar and Beyond  

Lecture 3: Meta Learning

SCOPE:

The Advanced Course is not a summer school suited only for younger scholars. 
Rather, a significant proportion of seasoned investigators are regularly 
present among the attendees, often senior faculty at their own institutions. 
The balanced audience that we strive to maintain in each Advanced Course 
greatly contributes to the development of intense cross-disciplinary debates 
among faculty and participants that typically address the most advanced and 
emerging areas of each topic.

Each faculty member presents lectures and discusses with the participants for 
one entire day. Such long interaction together with the small, exclusive Course 
size provides the uncommon opportunity to fully explore the expertise of each 
faculty, often through one-to-one mentoring. This is unparalleled and priceless.

The Certosa di Pontignano provides the perfect setting to a relaxed yet intense 
learning atmosphere, with the stunning backdrop of the Tuscan landscapes. 
World-class wines and traditional foods will make the Advanced Course on Data 
Science and Machine Learning the experience of a lifetime.

CALL FOR POSTER & ORAL PRESENTATIONS:
During the Registration Process we accept abstract submissions for posters and 
oral presentations to be presented during the poster sessions and the talk 
sessions.  
https://acdl2019.icas.xyz/registration/ https://acdl2019.icas.xyz/registration/

Early registration deadline: April 15 https://acdl2019.icas.xyz/registration/

ACDL 2019 Best Poster Award 

AIxIA sponsors the ACDL 2019 Best Poster Award with a cash prize of 600 Euro.

VENUE & ACCOMMODATION:

The venue of ACDL 2018 will be The Certosa di Pontignano — Siena

Dr. Lorenzo Pasquinuzzi

The Certosa di Pontignano

Località Pontignano, 5 – 53019, Castelnuovo Berardenga (Siena) – Tuscany – Italy

phone: +39-0577-1521104

fax: +39-0577-1521098

[email protected]

[email protected]

https://www.lacertosadipontignano.com/en/index.php

A few Kilometres from Siena, on a hill dominating the town stands the ancient 
Certosa di Pontignano, a unique place where nature, history and hospitality 
blend together in memorable harmony. Built in the 1300, its medieval structure 
remains intact with additions of the following centuries. The Certosa is 
centred on its historic cloisters and gardens.

https://acdl2019.icas.xyz/venue/

ACCOMMODATION:

https://acdl2019.icas.xyz/accommodation/

REGISTRATION:

https://acdl2019.icas.xyz/registration/

Anyone interested in participating in ACDL 2019 should register as soon as 
possible!

Similarly for accommodation at the Certosa di Pontignano (the School Venue), 
book your full board accommodation at the Certosa as soon as possible!

All course participants should/must stay at the Certosa di Pontignano.

See you in Tuscany next July!

ACDL 2019 Organizing Committee.

ACDL 2019 Poster: 
https://acdl2019.icas.xyz/wp-content/uploads/sites/9/2019/01/poster-ACDL-2019.png

[email protected] mailto:[email protected]

https://acdl2019.icas.xyz https://acdl2019.icas.xyz/

Apologies for multiple copies. Please forward to anybody who might be 
interested.

Please help us distributing in your circles (emails, blogs, and social 
networks) the call for participation and call for oral talks/posters  for ACDL 
2019.  Together we will make ACDL 2019 a great event!

Apologies for multiple copies

ICAS

Certosa di Pontignano - Loc. Pontignano, 5   

Castelnuovo Berardenga (Siena),  53019

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