Schedule and course plan

Period 2 Where and when Activity Reading Examination Tue 43 Nov

108:15-102:00

Q316

Lecture 1: Introduction

Hedvig Kjellström

Murphy Chapter 1 Wed 5 Nov¶ 13:15-15:00¶ V32¶ Lecture 2: Graphical Models¶ Jens Lagergren¶ Murphy Chapter 10 (except 10.2.4, 10.2.5, 10.4) Thu 6 Nov¶ 13:15-15:00¶ Q36¶ Lecture 3: Mixture Models and the EM Algorithm¶ Jens Lagergren¶ Murphy Chapter 11 (11.1, 11.2.1-11.2.3, 11.4-11.4.2.5, 11.4.2.8, 11.4.4, 11.4.7), 2.8.1, 2.8.2 Tue 11 Nov¶ 13:15-15:00¶ E3¶ Exercise 1: Lectures 2 and 3¶ Jens Lagergren¶ Wed 12 Nov¶ 13:15-15:00¶ Q33¶ Lecture 4: Markov Models and Hidden Markov Models¶ Jens Lagergren¶ Murphy Chapter 17 (17.3-17.5, 17.6.6) Thu 13 Nov¶ 13:15-15:00¶ E2¶ Lecture 5: Cont. HMM & Undirected Graphical Models¶ Jens Lagergren¶ Murphy Chapter 19 (19.1-19.3, 19.4.1, 19.4.3) Tue 18 Nov¶ 15:15-17:00¶ Q33¶ Exercise 2: Lectures 4 and 5¶ Jens Lagergren Tue 28 Nov¶ Book a time for presentation Assignment 1 Wed 19 Nov¶ 13:15-15:00¶ Q36¶ Lecture 6: Regression (src)¶ Carl Henrik Ek¶ Murphy Chapter 2, 5, 14 Fri 21 Nov¶ 15:15-17:00¶ Q31¶ Exercise 3: Lecture 6 (pdf) (derivations)¶ Carl Henrik Ek Tue 25 Nov¶ 08:15-10:00¶ E2¶ Lecture 7: Gaussian Processes (src)¶ Carl Henrik Ek¶ Murphy Chapter 1, 7, 15 Thu 27 Nov¶ 13:15-15:00¶ E2¶ Lecture 8: Learning RepresentationsCarl Henrik Ek Murphy Chapter 1, 12, 15 Fri 28 Nov¶ 15:15-17:00¶ Q31¶ Exercise 4: Lectures 7 and 8¶ Carl Henrik Ek Mon 1 Dec¶ 10:15-12:00¶ Q34¶ Lecture 9: Hierarchical Models¶ Carl Henrik Ek¶ Murphy Chapter 16.5, 28 Mon 1 Dec¶ 12:10-15:00¶ 525, Teknikringen 14, floor 5¶ Help session¶ Carl Henrik Ek¶ Tue 2 Dec¶ 08:00-11:00¶ 525, Teknikringen 14, floor 5¶ Help session¶ Carl Henrik Ek¶ Wed 3 Dec Book a time for presentation Assignment 2 Wed 10 Dec¶ 15:15-17:00¶ Q31¶ Lecture 10: Sampled and Ensemble Models¶ Hedvig Kjellström¶ Murphy Chapter 16.1-16.4¶ Murphy Chapter 23.1-23.5, 24.1, 24.3.7¶ Murphy Chapter 1.4.2, Everson and Fieldsend Section 1¶ ¶ Mon 15 Dec¶ 10:15-12:00¶ Q31¶ Exercise 5: Lecture 10¶ Hedvig Kjellström¶ Tue 16 Dec¶ 08:15-10:00¶ Q31¶ Lecture 11: Topic Models¶ Hedvig Kjellström Murphy Chapter 2.3.2, 2.5.4, 3.4, 10.4.1, 27.1-27.3¶ Wed 17 Dec Book a time for presentation Assignment 3 Wed 17 Dec¶ 15:15-17:00¶ Q31¶ Lecture 12: Method and Model Selection¶ Hedvig Kjellström¶ Murphy Chapter 1, 5.3 Project, early group Mon 19 Jan¶ 9:00-12:00¶ V3¶ Schedule (very tight, approx 5 slides per presentation!):¶ 9.00 Groups 8-12 upload their presentations on Hedvig's computer¶ 9.10 Group 12¶ 9.20 Group 11¶ 9.30 Group 10¶ 9.40 Group 9¶ 9.50 Group 8¶ 10.00 Groups 3-7 upload their presentations on Hedvig's computer¶ 10.10 Group 7¶ 10.20 Group 6¶ 10.30 Group 5¶ 10.40 Group 4¶ 10.50 Group 3¶ 11.00 Groups D1, D2, 1, 2 upload their presentations on Hedvig's computer¶ 11.10 Group 2¶ 11.20 Group 1¶ 11.30 Group D2¶ 11.40 Group D1¶Bishop Chapter 1 Wed 4 Nov¶

Lecture 2: ¶

Carl Henrik Ek¶

Thu 5 Nov¶

Exercise 1: ¶

Carl Henrik Ek¶

Fri 6 Nov¶

Lecture 3: ¶

Carl Henrik Ek¶

Wed 11 Nov¶

Lecture 4: ¶

Carl Henrik Ek¶

Thu 12 Nov¶

Lecture 5: ¶

Carl Henrik Ek¶

Fri 13 Nov¶

Exercise 2-3: ¶

Carl Henrik Ek¶

Fri 20 Nov¶

Assignment 1 Tue 17 Nov¶

Lecture 6:¶

Jens Lagergren¶

Wed 18 Nov¶

Lecture 7:¶

Jens Lagergren¶

Tue 24 Nov¶

Lecture 8:¶

Jens Lagergren¶

Wed 25 Nov¶

Lecture 9:¶

Jens Lagergren¶

Thu 26 Nov¶

Exercise 4: ¶

Jens Lagergren Fri 27 Nov¶

Lecture 10:¶

Hedvig Kjellström¶

Tue 1 Dec¶

Lecture 11:¶

Hedvig Kjellström¶

Wed 2 Dec¶

¶

Exercise 5:¶

Hedvig Kjellström¶

Thu 3 Dec Lecture 12:¶

Hedvig Kjellström¶

Fri 4 Dec¶

Lecture 13:¶

Hedvig Kjellström¶

¶

Tue 15 Dec¶

Exercise 6: ¶

Hedvig Kjellström¶

Thu 17 Dec Assignment 2 Mon 18 Jan¶

Project presentations

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