Machine Learning II

Feb 1, 2023· Vahan Arsenyan
teaching

Graduate-level Machine Learning II at Yerevan State University, delivered over two consecutive spring semesters. The course builds on a first ML course and covers:

  • Probabilistic modeling and Bayesian inference
  • Gaussian processes and Bayesian optimization
  • Modern deep learning (architectures, optimization, generalization)
  • Causal inference foundations
  • Research reading and project work

Alongside the lectures I supervised student research groups on applied probabilistic modeling and related topics.