PinnedMichael Larionov, PhDinTowards Data ScienceRole of Data in Implicit RegularizationMay 24, 2021May 24, 2021
PinnedMichael Larionov, PhDinTowards Data ScienceExplicit AUC maximizationHow to explicitly optimize for maximum area under ROCNov 12, 20192Nov 12, 20192
PinnedMichael Larionov, PhDinTowards Data ScienceGraph Neural Network and Permutation invarianceUsing invariance theory for learning on graph and relational dataNov 30, 20193Nov 30, 20193
PinnedMichael Larionov, PhDinTowards Data ScienceTarget Encoding and Bayesian Target EncodingCategorical encoding techniques often used in data science competitionMay 5, 20202May 5, 20202
Michael Larionov, PhDHow to Achieve Artificial SuperintelligenceBe nice when you talk to the AI.Oct 14Oct 14
Michael Larionov, PhDinTowards Data ScienceTraining a Model to Compute Cross ProductHow to use PyTorch to train a model to compute cross productsOct 31, 2022Oct 31, 2022
Michael Larionov, PhDinTowards Data ScienceBhattacharyya Kernels And Machine Learning on Sets of DataUsing probability distribution of the elements of the set to extract set-specific featuresDec 26, 20211Dec 26, 20211
Michael Larionov, PhDinTowards Data ScienceOn Bayesian GeometryGeometric interpretation of probability distributionsDec 20, 2021Dec 20, 2021
