Teaching

PhD students

• Yury Tavyrikov (started September 2023)

Upcoming semester

• Statistical Learning (MSc Applied Mathematics, UTwente), Fall 2024

Past teaching

• Bayesian Statistics (to be renamed to: Mathematical Statistics 2) (BSc Mathematics, VU Amsterdam), Spring 2024

• Statistics and Probability (BSc Mechanical Engineering, VU Amsterdam), Spring 2022, 2023

• Statistical Methods (Pre-master Computer Science, VU Amsterdam), Spring 2022, 2023

• Statistical Methods (BSc AI, VU Amsterdam), Fall 2022

• Statistics, Simulation, and Optimisation (MSc Data Science, University of Amsterdam), Fall 2022,
  together with Joost Berkhout. I did the first half on statistics.

• Lectures on stochastic bandits and best-arm identification in Foundations of Statistics and Machine Learning (MSc Mathematics, Leiden University), Spring 2021

• Machine Learning Theory (MasterMath, the joint universities national Dutch Master's Programme in Mathematics), Fall 2017, 2018, 2019
  together with Wouter Koolen and Peter Grünwald. I did the first half on Statistical Learning Theory.

• Lectures on online learning and bandits in Peter Grünwald's Information Theoretic Learning course (MSc Mathematics, Leiden University), Spring 2018

• Lecture on Information Theory in Machine Learning in Christian Schaffner's Information Theory course (MSc Logic, University of Amsterdam), Fall 2017

• Lecture on online learning in Peter Grünwald's Information Theoretic Learning course (MSc Mathematics, Leiden University), Spring 2017