VIewing Space ThroUgh machine Learning and Astrostatistics (VISTULA)
from
Monday, 21 September 2026 (08:00)
to
Friday, 25 September 2026 (18:00)
Monday, 21 September 2026
10:00
Probability and Statistics: a primer
-
Carlo Schimd
(
LAM
)
Probability and Statistics: a primer
Carlo Schimd
(
LAM
)
10:00 - 11:30
Room: 207, second floor
This lecture will cover the following topics: - probability space, random variables and random vectors, probability distributions, expectation values, variance and covariance. - Poisson noise, Gaussian noise, multiplicative noise: examples from electronic signals, electromagnetic spectra, images. Maximum likelihood estimators. Noise suppression and features detection: equalisation; linear and non-linear operations; filtering, smoothing, sharpening; Savitzky-Golay filter, bilateral filter, median filter, sigma-clipping. - Classification: Principal component analysis (PCA), kernel PCA, dimensional reduction.
12:00
Probability and Statistics: a primer
-
Carlo Schimd
(
LAM
)
Probability and Statistics: a primer
Carlo Schimd
(
LAM
)
12:00 - 13:30
Room: 207, second floor
14:30
Stochastic processes and spectral analysis
-
Carlo Schimd
(
LAM
)
Stochastic processes and spectral analysis
Carlo Schimd
(
LAM
)
14:30 - 16:00
Room: 207, second floor
16:30
Stochastic processes and spectral analysis
-
Carlo Schimd
(
LAM
)
Stochastic processes and spectral analysis
Carlo Schimd
(
LAM
)
16:30 - 18:00
Room: 207, second floor
Tuesday, 22 September 2026
10:00
Introduction to Machine Learning
-
Alex Rezim
(
CAC, Nova Gorica
)
Introduction to Machine Learning
Alex Rezim
(
CAC, Nova Gorica
)
10:00 - 11:30
Room: 207, second floor
12:00
Introduction to Machine Learning
-
Alex Rezim
(
CAC, Nova Gorica
)
Introduction to Machine Learning
Alex Rezim
(
CAC, Nova Gorica
)
12:00 - 13:30
Room: 207, second floor
14:30
Introduction to Machine Learning
-
Alex Rezim
(
CAC, Nova Gorica
)
Introduction to Machine Learning
Alex Rezim
(
CAC, Nova Gorica
)
14:30 - 16:00
Room: 207, second floor
16:30
Introduction to Machine Learning; hands-on session
-
Alex Rezim
(
CAC, Nova Gorica
)
Introduction to Machine Learning; hands-on session
Alex Rezim
(
CAC, Nova Gorica
)
16:30 - 18:00
Room: 207, second floor
Wednesday, 23 September 2026
10:00
Supervised / unsupervised Machine Learning
-
Will or Antonio
Supervised / unsupervised Machine Learning
Will or Antonio
10:00 - 11:30
Room: 207, second floor
12:00
Supervised / unsupervised Machine Learning
-
Will or Antonio
Supervised / unsupervised Machine Learning
Will or Antonio
12:00 - 13:30
Room: 207, second floor
14:30
Supervised / unsupervised Machine Learning; hands-on session
-
Will or Antonio
Supervised / unsupervised Machine Learning; hands-on session
Will or Antonio
14:30 - 16:00
Room: 207, second floor
16:30
Supervised / unsupervised Machine Learning; hands-on session
-
Will or Antonio
Supervised / unsupervised Machine Learning; hands-on session
Will or Antonio
16:30 - 18:00
Room: 207, second floor
Thursday, 24 September 2026
10:00
Supervised / unsupervised Machine Learning
-
Will or Antonio
Supervised / unsupervised Machine Learning
Will or Antonio
10:00 - 11:30
Room: 207, second floor
12:00
Supervised / unsupervised Machine Learning
-
Will or Antonio
Supervised / unsupervised Machine Learning
Will or Antonio
12:00 - 13:30
Room: 207, second floor
14:30
Supervised / unsupervised Machine Learning; hands-on session
-
Will or Antonio
Supervised / unsupervised Machine Learning; hands-on session
Will or Antonio
14:30 - 16:00
Room: 207, second floor
16:30
Supervised / unsupervised Machine Learning; hands-on session
-
Will or Antonio
Supervised / unsupervised Machine Learning; hands-on session
Will or Antonio
16:30 - 18:00
Room: 207, second floor
Friday, 25 September 2026
10:00
Regression
-
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
Regression
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
10:00 - 11:30
Room: 207, second floor
12:00
Regression
-
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
Regression
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
12:00 - 13:30
Room: 207, second floor
14:30
Regression; hands-on session
-
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
Regression; hands-on session
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
14:30 - 16:00
Room: 207, second floor
16:30
Regression; hands-on session
-
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
Regression; hands-on session
Ting-Yun (Sunny) Cheng
(
Kapteyn Astronomical Institute
)
16:30 - 18:00
Room: 207, second floor