Search Results for author: Felix Berkhahn

Found 2 papers, 1 papers with code

Augmenting Variational Autoencoders with Sparse Labels: A Unified Framework for Unsupervised, Semi-(un)supervised, and Supervised Learning

no code implementations8 Aug 2019 Felix Berkhahn, Richard Keys, Wajih Ouertani, Nikhil Shetty, Dominik Geißler

We present a new flavor of Variational Autoencoder (VAE) that interpolates seamlessly between unsupervised, semi-supervised and fully supervised learning domains.

Classification General Classification

Entity Embeddings of Categorical Variables

7 code implementations22 Apr 2016 Cheng Guo, Felix Berkhahn

As entity embedding defines a distance measure for categorical variables it can be used for visualizing categorical data and for data clustering.

Entity Embeddings

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