PinnedMichael Larionov, PhDinTowards Data ScienceRole of Data in Implicit Regularization·5 min read·May 24, 2021----
PinnedMichael Larionov, PhDinTowards Data ScienceExplicit AUC maximizationHow to explicitly optimize for maximum area under ROC·5 min read·Nov 12, 2019--2--2
PinnedMichael Larionov, PhDinTowards Data ScienceGraph Neural Network and Permutation invarianceUsing invariance theory for learning on graph and relational data·7 min read·Nov 30, 2019--3--3
PinnedMichael Larionov, PhDinTowards Data ScienceTarget Encoding and Bayesian Target EncodingCategorical encoding techniques often used in data science competition·10 min read·May 5, 2020--2--2
Michael Larionov, PhDinTowards Data ScienceTraining a Model to Compute Cross ProductHow to use PyTorch to train a model to compute cross products·5 min read·Oct 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 features·5 min read·Dec 26, 2021--1--1
Michael Larionov, PhDinTowards Data ScienceOn Bayesian GeometryGeometric interpretation of probability distributions·4 min read·Dec 20, 2021----
Michael Larionov, PhDinTowards Data ScienceCausal Framework for Model RobustnessUsing causal modeling for feature selection and creation·6 min read·Jul 30, 2021----
Michael Larionov, PhDinCodeXHow to control volume on Google MeetTL;DR Use Zoom to control Google Meet volume·2 min read·Mar 27, 2021----