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Schedule and course plan
Period 2
| Where and when | Activity | Reading | Examination |
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Tue 4 Nov 08:15-10:00 Q31 |
Hedvig Kjellström |
Murphy Chapter 1 | |
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Wed 5 Nov 13:15-15:00 V32 |
Jens Lagergren |
Murphy Chapter 10 (except 10.2.4, 10.2.5, 10.4) | |
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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 | |
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Tue 11 Nov 13:15-15:00 E3 |
Exercise 1: Lectures 2 and 3 Jens Lagergren |
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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) | |
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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) | |
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Tue 18 Nov 15:15-17:00 Q33 |
Exercise 2: Lectures 4 and 5 Jens Lagergren |
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Tue 28 Nov |
Book a time for presentation | Assignment 1 | |
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Wed 19 Nov 13:15-15:00 Q36 |
Carl Henrik Ek |
Murphy Chapter 2, 5, 14 | |
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Fri 21 Nov 15:15-17:00 Q31 |
Exercise 3: Lecture 6 (pdf) (derivations) Carl Henrik Ek |
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Tue 25 Nov 08:15-10:00 E2 |
Lecture 7: Gaussian Processes (src) Carl Henrik Ek |
Murphy Chapter 1, 7, 15 | |
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Thu 27 Nov 13:15-15:00 E2 |
Lecture 8: Learning Representations Carl Henrik Ek |
Murphy Chapter 1, 12, 15 | |
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Fri 28 Nov 15:15-17:00 Q31 |
Exercise 4: Lectures 7 and 8 Carl Henrik Ek |
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Mon 1 Dec 10:15-12:00 Q34 |
Lecture 9: Hierarchical Models Carl Henrik Ek |
Murphy Chapter 16.5, 28 | |
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Mon 1 Dec 12:10-15:00 525, Teknikringen 14, floor 5 |
Help session Carl Henrik Ek |
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Tue 2 Dec 08:00-11:00 525, Teknikringen 14, floor 5 |
Help session Carl Henrik Ek |
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| Wed 3 Dec | Book a time for presentation | Assignment 2 | |
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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 Murphy Chapter 1.4.2, Everson and Fieldsend Section 1 |
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Mon 15 Dec 10:15-12:00 Q31 |
Lecture 11: Topic Models Hedvig Kjellström |
Murphy Chapter 2.3.2, 2.5.4, 10.4.1, 27.1-27.3 If necessary, repeat Murphy Chapter 10! |
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Tue 16 Dec 08:15-10:00 Q31 |
Exercise 5: Lectures 10 and 11 Hedvig Kjellström |
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| Wed 17 Dec | Assignment 3 | ||
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Wed 17 Dec 15:15-17:00 Q31 |
Lecture 12: Method and Model Selection Hedvig Kjellström |
Murphy Chapter 1, 5.3, 8.6, MacKay, Snoek et al. | Project, early group |
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Mon 19 Jan 9:00-12:00 V3 |
Project |