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David Sutter's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Quantum Information Theory
The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications
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
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary LecturePlenary LectureBroadcast Channels
IEEE ISIT 2020, Los Angeles (Virtual)
Shannon Lecture
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Shannon LecturesQuantum Information Theory
Reinhard Heckel's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
Deep Learning
Jakob Hoydis' (supported by Sebastian Cammerer, Sebastian Dörner and Tim Uhlemann) full lecture at the 2020 European School of Information Theory…
Deep LearningMachine Learning
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
IEEE ITW 2021, Virtually from Kanazawa, Japan
Plenary Lecture
Machine LearningSignal ProcessingDeep Learning
IEEE ITW 2020, Riva del Garda, Italy
Tutorial
Deep LearningDistributed LearningTutorial
Information Theory Society presents a brief history of internet communication and packet switched networks leading to the idea of network coding.…
Network Coding