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lines changed Original file line number Diff line number Diff line change @@ -68,9 +68,9 @@ Everyone who wants to attend the course ping jheuristic@yandex-team.ru
6868 - [ ] Lecture: Sequence labeling & applications. Seq2seq & applications. Attention. Batchnorm and dropout for RNN.
6969 - [ ] Seminar: Image Captioning
7070
71- - __ week8__ : Deep reinforcement learning
72- - [ ] Lecture: Reinforcement learning applications. Policy gradient. REINFORCE .
73- - [ ] Seminar: REINFORCE agent with deep neural net policy for RL problems
71+ - __ week8__ : Deep embedding learning
72+ - [ ] Lecture: Basics of deep embedding learning, losses, sampling techinuques .
73+ - [ ] Seminar: Question answering system
7474
7575- __ week9__ : Bayesian deep learning
7676 - [ ] Lecture: Bayesian vs Frequentist idea of probability. Bayesian methods around you. Variational Autoencoder. Bayesian Neural Network.
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