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The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications
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Jakob Hoydis' (supported by Sebastian Cammerer, Sebastian Dörner and Tim Uhlemann) full lecture at the 2020 European School of Information Theory…
Deep LearningMachine Learning
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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
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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
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Reinhard Heckel's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
Deep Learning
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2010 ISIT Plenary Lecture
The Audacity of Throughput - A Trilogy of Rates
Professor Anthony Ephremides
University of Maryland, College Park
ISIT Plenary Lecture
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2010 ISIT Plenary Lecture
Completely Random Measures for Bayesian Nonparametrics
Professor Michael I. Jordan
University of California, Berkeley
ISIT Plenary Lecture
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2010 ISIT Plenary Lecture
Coding for Noisy Networks
Professor Abbas El Gamal
Stanford University
ISIT Plenary Lecture