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Information Theory Society presents how the Lempel-Ziv lossless compression algorithm works. It was published in 1978 and improved by Welch in 1984…
Source CodingCoding
Information Theory Society presents the key concepts needed to understand low-density parity-check codes (LDPC codes). It's a blend of repetition…
LDPC CodesCoding
The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications
2013 ISIT Plenary Lecture
Concentration Inequalities and The Entropy Method
Gábor Lugosi
Department of Economics, Pompeu Fabra University
ISIT Plenary Lecture
Ayfer Özgür's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Distributed Learning
2013 ISIT Plenary Lecture
High Dimensional Classification with Invariant Deep Networks
Stéphane Mallat
École Normale Supérieure
ISIT Plenary Lecture