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VERSION:2.0
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SUMMARY:Probability and Statistics: a primer
DTSTART;VALUE=DATE-TIME:20260921T080000Z
DTEND;VALUE=DATE-TIME:20260921T093000Z
DTSTAMP;VALUE=DATE-TIME:20260708T202708Z
UID:indico-contribution-2000@events.ncbj.gov.pl
DESCRIPTION:Speakers: Carlo Schimd (LAM)\nThis lecture will cover the foll
 owing topics: \n\n- probability space\, random variables and random vector
 s\, probability distributions\, expectation values\, variance and covarian
 ce.\n\n- Poisson noise\, Gaussian noise\, multiplicative noise: examples f
 rom electronic signals\, electromagnetic spectra\, images. Maximum likelih
 ood estimators. Noise suppression and features detection: equalisation\; l
 inear and non-linear operations\; filtering\, smoothing\, sharpening\; Sav
 itzky-Golay filter\, bilateral filter\, median filter\, sigma-clipping.\n 
    \n- Classification: Principal component analysis (PCA)\, kernel PCA\, d
 imensional reduction.\n\nhttps://events.ncbj.gov.pl/event/496/contribution
 s/2000/
LOCATION:NCBJ (Pasteura 7\, Warsaw) 207\, second floor
URL:https://events.ncbj.gov.pl/event/496/contributions/2000/
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