PinnedMichael Larionov, PhDinTowards Data ScienceRole of Data in Implicit RegularizationMay 24, 2021May 24, 2021
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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, 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
Michael Larionov, PhDinTowards Data ScienceCausal Framework for Model RobustnessUsing causal modeling for feature selection and creationJul 30, 2021Jul 30, 2021
Michael Larionov, PhDinCodeXHow to control volume on Google MeetTL;DR Use Zoom to control Google Meet volumeMar 27, 2021Mar 27, 2021
