| Where and when |
Activity |
Reading |
Examination |
|
Tue 3 Nov
10:15-12:00
M1
|
Lecture 1: Introduction
Hedvig Kjellström
|
Bishop 1
Bishop 2, use as a math reference all through the course
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Wed 4 Nov
10.15-12.00
M1
|
Lecture 2: Regression
Python Code
Carl Henrik Ek
|
Bishop 6.4 |
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Thu 5 Nov
13.15-15.00
M2
|
Lecture 3: Gaussian Processes
Carl Henrik Ek
|
Bishop 6.4 |
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Fri 6 Nov
15.15-17.00
V1
|
Exercise 1: Lectures 2-3
Carl Henrik Ek
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Wed 11 Nov
10.15-12.00
V3
|
Lecture 4: Representation Learning
Carl Henrik Ek
|
Bishop 12.2, 12.4 |
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Thu 12 Nov
13.15-15.00
L1
|
Lecture 5: Approximate Inference
Carl Henrik Ek
|
Bishop 6.4.6, 10.1, 10.2
Bishop 10.3, optional
|
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Fri 13 Nov
15.15-19.00
V1
|
Exercise 2-3: Lectures 4-5, Assignment 1
Carl Henrik Ek
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Tue 17 Nov
10.15-12.00
D3
|
Lecture 6: Graphical Models
Jens Lagergren
|
Bishop 8.1-8.3 |
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Wed 18 Nov
10.15-12.00
V22
|
Lecture 7: Graphical Models contd, Hidden Markov Models
Jens Lagergren
|
Bishop 13.1, 13.2.1, 13.2.2, 13.2.5, 13.2.6 |
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Thu 19 Nov
|
Hand-in 12.00 NOON
Selected oral assessments during Friday 20 nov (see Assignments)
Results on Monday 23 nov
|
Reading, slides from Lectures 2-5 |
Assignment 1 |
|
Tue 24 Nov
10.15-12.00
V35
|
Lecture 8: Expectation-Maximization Applied to Hidden Markov Models
Jens Lagergren
|
Bishop 9.1-9.3 |
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Wed 25 Nov
10.15-12.00
Q34
|
Lecture 9: Expectation-Maximization contd
Jens Lagergren
|
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Thu 26 Nov
13.15-15.00
V33
|
Exercise 4: Lectures 6-9
Jens Lagergren |
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Fri 27 Nov
15.15-17.00
Q31
|
Lecture 10: Non-linear and Discrete Latent Variable Models
Hedvig Kjellström
|
Bishop 4.5, 12.4.1
Hyvärinen and Oja 1-3, 4.1-4.2, 6.1-6.2
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Tue 1 Dec
10.15-12.00
V32
|
Lecture 11: Bag of Words, Topic Models
Hedvig Kjellström
|
Bishop 8.2.2
Blei and Lafferty
|
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Wed 2 Dec
10.15-12.00
L52
|
Exercise 5: Lectures 10-11
Hedvig Kjellström
|
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Thu 3 Dec
13.15-15.00
L51
|
Lecture 12: Sampling
Hedvig Kjellström
|
Bishop 11.1-11.4 |
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Fri 4 Dec
15.15-17.00
Q33
|
Lecture 13: The Structure of a Scientific Paper
Hedvig Kjellström
|
Allen
PAPER TBD
|
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Tue 15 Dec
10.15-12.00
K2
|
Exercise 6: Lecture 12, Assignment 2
Hedvig Kjellström
|
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| Wed 16 Dec |
Hand-in 12.00 NOON
Selected oral assessments during Thursday 17 dec (see Assignments)
Results on Friday 18 dec
|
Reading, slides from Lectures 6-12 |
Assignment 2 |
|
Mon 18 Jan
14.00-18.00
TBD
|
Hand-in 12.00 NOON
Oral project presentations, 10 min per project group, SCHEDULE TBD
|
Paper, slides from Lecture 13
|
Project |
