Lect. Lecturer Topic Pdf Additional reading
01 VF Structured Output Linear Classifier and Perceptron
02 VF Learning max-sum classifier by Perceptron
03 VF Structured Output Support Vector Machines
04 VF Cutting Plane Algorithm
05 VF Learning Max-Sum classifier by SO-SVM
06 VF Statistical guarantees for empirical risk minimization based SO learning
07 BF Recap: Markov models and HMMs on chains
08 BF Belief Networks & Probabilistic Neural Networks A.Shekhovtsov, ICLR 2019
09 BF Stochastic gradient estimators for PNNs
10 BF Variational Autoencoders
11 BF Hierarchical Variational Autoencoders
courses/xep33sml/materials/lectures.txt · Last modified: 2024/05/23 08:56 by flachbor