Winter Conference in Statistics 2024

When & Where

When: March 10-14, 2024
Venue: Hemavan Högfjällshotell

Speakers

Prof. Dr. Gitta Kutynoik, Bavarian AI Chair, Mathematical Foundations of AI, Ludwig-Maximilians-Universität, München. Short Bio, Topics and Abstract Bio

Dr. Kjersti Aas, Reserach Director, Department of Statistical Analysis and Machine Learning, Norwegian Computing Center, Oslo. Short Bio, Topics and Abstract Bio

Dr. Guido Montúfar, Associate Professor, Department of Mathematics and Statistics, UCLA, Los Angeles. Short Bio, Topics and Abstract Bio

Program

The detailed program

Topics

Kjersti Aas: Explainable AI

Lecture slides: 1-Introduction, 2-Shapley values, 3-Conterfactual explanations

Guido Montúfar: Deep Learning

Lecture slides: Lecture 1, Lecture 2, Lecture 3, Lecture 4

Gitta Kutynoik: Reliable AI (cancelled due to illness)

Slides from contributed talks

Oskar Allerbo (KTH)

Nicola Orsini (Karolinska Institutet)

Stefan Stojanovic (KTH)

Ezgi Türkarslan (Umeå University)

Emma Andersdotter Svensson (Umeå University)

Conference organizers

Jun Yu, Axel Flinth, Holger Rootzén, Camilla Gulliksson and Anders Lundquist.