Carlos MouganinTowards Data ScienceNavigating Data in Datathons: Insights and Guidelines at Neural Information Processing Systems…How to data in datathons?Feb 9Feb 9
Carlos MouganinTowards Data ScienceWhat are the fairness implications of encoding categorical protected attributes?We will explore the world of categorical attribute encoding and its implications for MLmodels in terms of accuracy and fairnessMay 6, 2023May 6, 2023
Carlos MouganinTowards Data ScienceExplainable Artificial Intelligence (xAI). But, for who?Are we building explanations for the researchers or for the actual users of the models?Nov 4, 20211Nov 4, 20211
Carlos MouganinTowards Data ScienceQuantile EncoderTackling high cardinality categorical features in regression tasksOct 20, 2021Oct 20, 2021
Carlos MouganinTowards Data ScienceFeature Generation with Gradient Boosted Decision TreesCan we automate the feature engineering process? Can we use gbdt to find magic features?Mar 20, 2021Mar 20, 2021
Carlos MouganinTowards Data ScienceIsolation Forest from ScratchImplementation of Isolation forest from scratch for further understanding of the algorithmMay 22, 20206May 22, 20206