Summer School AI-track 2019

Image: Design by Bearfotos/Starline, http://www.freepik.com
Image: Design by Bearfotos/Starline, http://www.freepik.com

Modern Topics in AI

This year’s summer school will take place August 19-23 at KTH, Stockholm. We’ll start together with the AS-track in room Q1.

The theme this year for the AI-track is “Modern Topics in AI”, where we will dive deep into several recent publications in the field. The school format will consist of an exciting mix of lectures, hands-on exercises and social activities.

Although not strictly mandatory, we expect all of you to attend the summer school. Note: affiliated students must find/pay their own accommodation.

You’ll find a detailed program down below. Further updates will be done as we approach.

In the evening of Thursday 22nd a common dinner will be held in Stockholm’s stunning archipelago. M/S Waxholm III will leave Nybrokajen, (see map) at 18:00. Please be there at least 15 minutes before departure. A three course dinner will be served (fish and chicken), wine package is included. Please note, if you want to buy additional drinks on board, only cash in SEK is accepted

Program_AI-track_190705 (Last updated 190705)

Summer School Bingo Challenge

Bob Ross Challenge Instructions

 

Interested in reading more about Causal Inference? Here’s a reading list from our Tuesday lecturer Fredrik Johansson.

  • Judea Pearl, Causality, 2000
    • Klassiker, mångas första lärobok om kausalitet.
  • Jonas Peters, Dominik Janzing, Bernhard Schölkopf, Elements of Causal Inference: Foundations and Learning Algorithms, 2018
    • Stort fokus på att lära kausala strukturer (vilket vi inte täckte så mycket i sommarskolan)
  • Stephen L. Morgan, Christopher Winship, Counterfactuals and causal inference, 2ndEdition, 2015
    • Bra översikt över olika skolor av kausalitet, både grafer och ”potential outcomes”, lättläst.
  • Bibhas Chakraborty & Susan A. Murphy, Dynamic treatment regimes, 2014
    • Fokus på dynamiska system. Bra översikt av olika metoder.