Some invited talks, lectures and tutorials:

Variational Inference and Deep Generative Models
ACL18 Tutorial, Melbourne, Australia.
Abstract Schedule Slides
Deep Generative Models: Backpropagation Through Stochastic Computation Graphs
24/05/2018, University of Edinburgh
About Slides
Probabilistic modelling for NLP powered by deep learning
03/04/2018, Naver labs (France)
About Abstract Slides
07/04/2017, ILPS-UvA
Abstract Slides
Directed graphical models (the case of lexical alignment models)
08/12/2016, NLP1-UvA
About Slides
Sampling (for unsupervised language learning)
23/02/2015, ULL-UvA
About Slides
Decoding for SMT
10/09/2014, FBK (Trento)
About Abstract Slides
Tutorial on Statistical Machine Translation
RANLP 2011 (Hissar, Bulgaria)