Search Results for author: Andrea Giovannucci

Found 4 papers, 1 papers with code

Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching

no code implementations6 Aug 2018 Andrea Giovannucci, Victor Minden, Cengiz Pehlevan, Dmitri B. Chklovskii

Big data problems frequently require processing datasets in a streaming fashion, either because all data are available at once but collectively are larger than available memory or because the data intrinsically arrive one data point at a time and must be processed online.

Dimensionality Reduction

An Anytime Algorithm for Optimal Coalition Structure Generation

no code implementations15 Jan 2014 Talal Rahwan, Sarvapali Dyanand Ramchurn, Nicholas Robert Jennings, Andrea Giovannucci

The algorithm is anytime, and if interrupted before it would have normally terminated, it can still provide a solution that is guaranteed to be within a bound from the optimal one.

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