Teaching by Emtiyaz Khan

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(May-Aug, 2022) Foundations of Machine Learning, OIST.
(Jan 30, 2019) A lecture on "Fundamentals of ML" at TUAT.
(Jun 12, 2019) A lecture on Bayesian deep learning at University of Tokyo (1.5 hours).
(Jan 30, 2019) A lecture on Fundamentals of Machine Learning at TUAT (4.5 hours).
(June 28-29, 2018) A 2-day tutorial on Approximate Bayesian Inference at the DS3 workshop (12 hours in total).
(June 23, 2018) A lecture on Approximate Bayesian Inference at Waseda University. [Lecture notes]
(June 6, 2018) A lecture on Bayesian Deep Learning at University of Tokyo. [Lecture notes] [Annotated Lecture notes]
(April, 2018) Fundamentals of Machine Learning at Waseda University (8 lectures).
(April 19, 2017) A lecture on Modern Methods for Approximate Bayesian Inference for the course "Special topics in mechano-informatics" at the University of Tokyo. Download slides and their annotated version.
(Jan 20, 2017) A lecture on Fundamentals of Machine Learning in "Lecture on computer science" at the University of Tokyo.
(Fall, 2015) Pattern Classification and Machine Learning, EPFL.
(Aug. 25, 2015) Short course on "Fundamentals of ML" in Zurich.
(Fall, 2014) Pattern Classification and Machine Learning, EPFL.