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cs.LG2023★ 1 cited
Robust Assignment of Labels for Active Learning with Sparse and Noisy Annotations
Daniel Kałuża, Andrzej Janusz, Dominik Ślęzak
Supervised classification algorithms are used to solve a growing number of real-life problems around the globe. Their performance is strictly connected with the quality of labels u…
cs.LG2021
Schema matching using Gaussian mixture models with Wasserstein distance
Mateusz Przyborowski, Mateusz Pabiś, Andrzej Janusz +1
Gaussian mixture models find their place as a powerful tool, mostly in the clustering problem, but with proper preparation also in feature extraction, pattern recognition, image se…