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Tresp, Volker

Machine Learning

05.07.2018 Video aufrufbar Model Selection and Estimation of the Generalization Cost (cont.) // Bayesian Networks: Construction, Inference, Learning and Causal Interpretation // Deep X: Deep Learning with Deep Knowledge
28.06.2018 Video aufrufbar Model Selection and Estimation of the Generalization Cost
21.06.2018 Video aufrufbar Frequentist Statistics and Bayesian Statistics (cont.) // Linear Classification // Optimal Separating Hyperplane and the Support Vector Machine
07.06.2018 Video aufrufbar Some Concepts of Probability (Review) // Frequentist Statistics and Bayesian Statistics
17.05.2018 Video aufrufbar Feature Spaces, Manifolds, and Deep Generative Models (cont.) // Kernels
03.05.2018 Video aufrufbar Deep Learning // Feature Spaces, Manifolds, and Deep Generative Models
26.04.2018 Video aufrufbar Basis Functions // Neural Networks
19.04.2018 Video aufrufbar The Perceptron // Linear Algebra (Review) // Linear Regression
12.04.2018 Video aufrufbar Introduction