|
09:00
|
Organisational
-
Andrey Ustyuzhanin
(Yandex School of Data Analysis (RU))
(until 10:20)
(Lundmarkssalen)
|
|
09:00
|
Registration
(Lundmarkssalen)
|
|
09:30
|
Welcome to MLHEP
-
Caterina Doglioni
(Lund University (SE))
(Lundmarkssalen)
|
|
09:50
|
Competition introduction
(Lundmarkssalen)
|
|
10:05
|
--- Break ---
|
|
10:20
|
Lectures
-
Aleksei Rogozhnikov
(Yandex School of Data Analysis (RU))
(until 13:20)
(Lundmarkssalen)
|
|
10:20
|
Intro: General pipeline, ML at a glance, model evaluation
(Lundmarkssalen)
|
|
11:40
|
--- Break ---
|
|
12:00
|
Metric ML algorithms
(Lundmarkssalen)
|
|
|
09:30
|
Lectures
-
Aleksei Rogozhnikov
(Yandex School of Data Analysis (RU))
(until 12:30)
(Lundmarkssalen)
|
|
09:30
|
Decision trees
(Lundmarkssalen)
|
|
10:50
|
--- Break ---
|
|
11:10
|
Ensembles
(Lundmarkssalen)
|
|
|
09:30
|
Lectures
-
Aleksei Rogozhnikov
(Yandex School of Data Analysis (RU))
(until 12:30)
(Lundmarkssalen)
|
|
09:30
|
Feature engineering, Dimensionality reduction
(Lundmarkssalen)
|
|
10:50
|
--- Break ---
|
|
11:10
|
Hyperparameters search
(Lundmarkssalen)
|
|
|
09:30
|
Lectures
-
Tatiana Likhomanenko
(National Research Centre Kurchatov Institute (RU))
(until 11:10)
(Lundmarkssalen)
|
|
09:30
|
Boosting reweighting and flatness
(Lundmarkssalen)
|
|
10:50
|
--- Break ---
|
|
11:10
|
Seminars
-
Tatiana Likhomanenko
(National Research Centre Kurchatov Institute (RU))
(until 12:30)
(Lundmarkssalen)
|
|
|
09:00
|
Midsommar
(until 21:00)
(Lundmarkssalen)
|
|
|
09:30
|
Lectures
-
Alexander Panin
(Yandex School of Data Analysis (RU))
(until 12:30)
(Lundmarkssalen)
|
|
09:30
|
Deep learning I
- Mr
Alexander Panin
(Yandex School of Data Analysis (RU))
(Lundmarkssalen)
|
|
10:50
|
--- Break ---
|
|
11:10
|
Deep learning II
- Mr
Alexander Panin
(Yandex School of Data Analysis (RU))
(Lundmarkssalen)
|
|
|
09:30
|
Challenge hacking & conclusion
(until 18:30)
(Lundmarkssalen)
|
|
09:30
|
Challenge hacking
(Lundmarkssalen)
|
|
10:50
|
--- Break ---
|
|
11:10
|
Challenge hacking
(Lundmarkssalen)
|
|
14:30
|
--- Break ---
|
|
15:00
|
Presentations preparation
(Lundmarkssalen)
|
|
16:00
|
Awards and best solutions presentations
(Lundmarkssalen)
|
|
|
13:20
|
Organisational
(until 14:35)
(Lundmarkssalen)
|
|
14:35
|
Seminars
-
Nikita Kazeev
(Yandex School of Data Analysis (RU))
(until 17:35)
(Lundmarkssalen)
|
|
14:35
|
Course technicalities, working environment
(Lundmarkssalen)
|
|
15:55
|
--- Break ---
|
|
16:15
|
Python for data analysis; Probability density estimation
(Lundmarkssalen)
|
|
17:35
|
Organisational
(until 17:55)
(Lundmarkssalen)
|
|
17:55
|
Invited lectures
-
J Michael Williams
(Massachusetts Inst. of Technology (US))
(until 19:00)
(Lundmarkssalen)
|
|
20:00
|
Organisational
(until 21:30)
()
|
|
|
12:30
|
Organisational
(until 13:30)
(Lundmarkssalen)
|
|
13:30
|
Seminars
-
Nikita Kazeev
(Yandex School of Data Analysis (RU))
(until 16:30)
(Lundmarkssalen)
|
|
13:30
|
Model evaluation
(Lundmarkssalen)
|
|
14:50
|
--- Break ---
|
|
15:10
|
sklearn, simple algorithms
(Lundmarkssalen)
|
|
16:30
|
Organisational
(until 16:50)
(Lundmarkssalen)
|
|
16:50
|
Invited lectures
-Dr
Joaquin Vanschoren
(Eindhoven University of Technology)
(until 18:00)
(Lundmarkssalen)
|
|
|
12:30
|
Organisational
(until 13:30)
(Lundmarkssalen)
|
|
13:30
|
Seminars
-
Nikita Kazeev
(Yandex School of Data Analysis (RU))
(until 15:10)
(Lundmarkssalen)
|
|
13:30
|
Ensemble algorithms, dimensionality reduction
(Lundmarkssalen)
|
|
14:50
|
--- Break ---
|
|
15:10
|
Invited lectures
-Dr
Vicens Gaitan
(Grupo AIA R&D Director)
(until 16:10)
(Lundmarkssalen)
|
|
16:10
|
Organisational
(until 16:30)
(Lundmarkssalen)
|
|
16:30
|
Invited lectures
-
Gilles Louppe
(New York University (US))
(until 17:30)
(Lundmarkssalen)
|
|
|
12:30
|
Organisational
(until 13:30)
(Lundmarkssalen)
|
|
14:00
|
Seminars
(until 19:20)
( H418, RYDBERGSALEN)
|
|
14:00
|
Feature engineering and selection
-
Nikita Kazeev
(Yandex School of Data Analysis (RU))
( H418, RYDBERGSALEN)
|
|
15:20
|
--- Break ---
|
|
15:40
|
Shallow neural networks
-
Alexander Panin
(Yandex School of Data Analysis (RU))
( H418, RYDBERGSALEN)
|
|
17:00
|
--- Break ---
|
|
17:20
|
Deep neural networks
-
Alexander Panin
(Yandex School of Data Analysis (RU))
( H418, RYDBERGSALEN)
|
|
|
|
12:30
|
Organisational
(until 13:30)
(Lundmarkssalen)
|
|
13:30
|
Seminars
-
Alexander Panin
(Yandex School of Data Analysis (RU))
(until 16:30)
(Lundmarkssalen)
|
|
13:30
|
Deep learning III
- Mr
Alexander Panin
(Yandex School of Data Analysis (RU))
(Lundmarkssalen)
|
|
14:50
|
--- Break ---
|
|
15:10
|
Deep learning IV
- Mr
Alexander Panin
(Yandex School of Data Analysis (RU))
(Lundmarkssalen)
|
|
16:30
|
Organisational
(until 16:50)
(Lundmarkssalen)
|
|
16:50
|
Invited lectures
-
Chase Owen Shimmin
(University of California Irvine (US))
(until 17:50)
(Lundmarkssalen)
|
|
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