Machine Learning Case Studies
by Evidence Based Machine Learning Lab
Up-to-date packages and their old articles
Jan Borowski; Filip Chrzuszcz; Piotr Fic;
2020-06-14
415 words
reproducibility
R packages
scientific papers
Dive deep into data imputation
Bartłomiej Granat; Szymon Maksymiuk;
2020-06-12
511 words
tutorial
Beat the Black Box!
Kacper Staroń, Jakub Szypuła;
2020-06-11
809 words
interpretability
XAI
automated regression
Time flies... and so do articles' reproducibility?
2020-06-11
613 words
reproducibility
interpretability
article
Explainable Computer Vision
Zuzanna Mróz; Aleksander Podsiad; Michał Wdowski;
2020-06-09
510 words
interpretability
ML
computer vision
embedding
Update or not to update - this is the question!
Martyna Majchrzak; Agata Makarewicz; Jacek Wiśniewski;
2020-06-09
481 words
reproducibility
active development
package
updating
article
R journal
version control
Imputation whizzkids
Mateusz Polakowski; Hubert Baniecki;
2020-06-07
496 words
imputation
Imputing missing data for a classification problem
Karol Saputa; Małgorzata Wachulec; Aleksandra Wichrowska;
2020-06-05
610 words
imputation
missing data
Interaction between imputation and ML algorithms
Witold Merkel; Adam Rydelek; Michał Stawikowski;
2020-06-04
562 words
Imputation
Machine Learning
Missing data
OpenML
Not so famous (yet!) Hajada and his results
Wojciech Bogucki; Tomasz Makowski; Dominik Rafacz;
2020-06-04
671 words
imputation
ML
OpenML
dataset
missings
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