PinnedPublished inTDS ArchiveExplicit AUC maximizationHow to explicitly optimize for maximum area under ROCNov 12, 20192Nov 12, 20192
PinnedPublished inTDS ArchiveGraph Neural Network and Permutation invarianceUsing invariance theory for learning on graph and relational dataNov 30, 20193Nov 30, 20193
PinnedPublished inTDS ArchiveTarget Encoding and Bayesian Target EncodingCategorical encoding techniques often used in data science competitionMay 5, 20202May 5, 20202
Published inTDS ArchiveTraining a Model to Compute Cross ProductHow to use PyTorch to train a model to compute cross productsOct 31, 2022Oct 31, 2022
Published inTDS ArchiveBhattacharyya 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
Published inTDS ArchiveOn Bayesian GeometryGeometric interpretation of probability distributionsDec 20, 2021Dec 20, 2021
