IST & GSB Present:
Lectures on Pattern Recognition and Machine Learning
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
Professor
Graduate School of Information Science and Technology
Hokkaido University
Atsuyoshi NAKAMURA
Associate Professor
Graduate School of Information Science and Technology
Hokkaido University
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
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
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
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 Bandits – Handout (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 Carlo – Handout (0.2
MB)