【HSI 2017 Satellite School】

IST & GSB Present:
Lectures on Pattern Recognition and Machine Learning

July 19 – August 2, 2017 (Monday / Wednesday)
Room A24, Graduate School of Information Science and Technology, Hokkaido University

Organized by:
Graduate School of Information Science and Technology (IST), Hokkaido University
Global Station for Big Data and Cybersecurity (GSB), Hokkaido University

Lecturers

Mineichi KUDO
Professor
Graduate School of Information Science and Technology
Hokkaido University
Atsuyoshi NAKAMURA
Associate Professor
Graduate School of Information Science and Technology
Hokkaido University
Akshay KRISHNAMURTHY
Assistant Professor
College of Information and Computer Sciences
University of Massachusetts Amherst
Subhransu MAJI
Assistant Professor
College of Information and Computer Sciences
University of Massachusetts Amherst
Justin DOMKE
Assistant Professor
College of Information and Computer Sciences
University of Massachusetts Amherst

Class Schedule

Jul. 19 (W)
13:00 – 14:30
Mineichi KUDO
[S1] Statistical Learning
Jul. 24 (M)
13:00 – 14:30
Atsuyoshi NAKAMURA
[S2] Introduction of Bandit Problems
Jul. 26 (W)
13:00 – 14:30
Akshay KRISHNAMURTHY
[S3] Contextual BanditsHandout (0.2 MB)
Jul. 31 (M)
13:00 – 14:30
Subhransu MAJI
[S4] Ensemble methods (e.g. boosting and stacking) – Slides (2.4 MB)
Aug. 2 (W)
13:00 – 14:30
Justin DOMKE
[S5] Markov chain Monte CarloHandout (0.2 MB)