Advanced Probabilistic Machine Learning (WT 2025/26)

Foundations, Methods, Applications

Lectures

Date: October 14, 2025
Language: English
Duration: 01:13:12

Probability Theory	01:13:12

Date: October 21, 2025
Language: English
Duration: 01:30:43

Probability Theory & Linear Algebra	01:30:43

Date: October 28, 2025
Language: English
Duration: 01:30:32

Linear Algebra	01:30:32

Date: November 3, 2025
Language: English
Duration: 01:26:31

Graphical Models	01:26:31

Date: November 11, 2025
Language: English
Duration: 01:29:31

Graphical Models & Exact Inference	01:29:31

Date: November 18, 2025
Language: English
Duration: 01:30:10

Exact Inference	01:30:10

Date: November 25, 2025
Language: English
Duration: 01:28:42

Exact Inference & Approximate Inference: Expectation Propagation	01:28:42

Date: December 2, 2025
Language: English
Duration: 01:23:44

Approximate Inference: Expectation Propagation	01:23:44

Date: December 9, 2025
Language: English
Duration: 01:30:48

Approximate Inference: Expectation Propagation (2)	01:30:48

Date: December 17, 2025
Language: English
Duration: 01:33:02

Approximate Inference: Variational Inference	01:33:02

Date: January 13, 2026
Language: English
Duration: 01:27:10

Approximate Inference: Variational Inference (2)	01:27:10