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15th Annual Shannon Memorial Lecture
Understanding Generative Adversarial Networks
David Tse
Stanford University
Generative Adversarial Networks

Jakob Hoydis' (supported by Sebastian Cammerer, Sebastian Dörner and Tim Uhlemann) full lecture at the 2020 European School of Information Theory…
Deep LearningMachine Learning

David Sutter's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Quantum Information Theory

Information Theory Society presents a brief history of internet communication and packet switched networks leading to the idea of network coding.…
Network Coding

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 Theory

What motivated the concept of Markov chains & Markov models? Featuring Plato's theory of forms, Jacob Bernoulli's weak law of large numbers and…

Morse Code Simulator: https://www.khanacademy.org/math/appl...​

Claude Shannon demonstrated how to generate "english looking" text using Markov chains and how this gives a satisfactory representation of the…

How can we quantify/measure an information source? We introduce the ideas of Nyquist & Hartley using a simple game involving yes/no questions. It…

Sennur Ulukus's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Private Information Retrieval

Reinhard Heckel's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
Deep Learning

Ayfer Özgür's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Distributed 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 Theory

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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

The Â鶹´«Ã½AV Information Theory Society presents an overview of Adi Shamir's 1979 paper on secret sharing. This is part of our series on the greatest…
Secrecy

Laurent Schmalen's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
LDPC Codes

Swanand Kadhe's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
BlockchainCoding Theory

Alexios Balatsoukas-Stimming's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Polar Codes