
Przemysław Biecek
@przebiec
biecek.pl
ID: 1407622391413542912
23-06-2021 08:52:34
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205 Followers
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I presented our study w/Przemysław Biecek “An Experimental Study on Balancing Methods in Imbalanced Classification”, in which we addressed the side effects of methods used for solving #imbalancedClassification problem from #Rashomon perspective. 📌Find more in arxiv.org/pdf/2405.01557


Even ML models with similar accuracy can yield conflicting predictions — a risk known as predictive multiplicity 🤔 In our new paper w/ Przemysław Biecek, we explore how balancing, filtering & data complexity drive this. Read free until June 29: authors.elsevier.com/a/1l49f5a7-G-6… #DataCentricAI



Na Politechnika Warszawska rozpoczęło działalność Centrum Wiarygodnej Sztucznej Inteligencji. – W dobie #GenAI musimy połączyć zaawansowane badania techniczne z analizą ich wpływu na społeczeństwo, gospodarkę i prawo – wskazuje Przemysław Biecek. ▶️ forumakademickie.pl/politechnika-w… FNP Foundation for Polish Science #MAB #AI



Why do ML models keep starting from scratch? Semantic Feature Nets (SeFNet) let us reuse feature-level knowledge across datasets — more transparent than “just add more parameters.” sciencedirect.com/science/articl… by Katarzyna Woźnica and Piotr Wilczynski
