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Learning Manifolds in Forensic Data

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  1. Chapter and Conference Paper

    Large-Scale Clustering through Functional Embedding

    We present a new framework for large-scale data clustering. The main idea is to modify functional dimensionality reduction techniques to directly optimize over discrete labels using stochastic gradient descent...

    Frédéric Ratle, Jason Weston in Machine Learning and Knowledge Discovery i… (2008)