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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
2013 ISIT Plenary Lecture
Lossless Source Coding Algorithms
Frans M.J. Willems
Eindhoven University of Technology
ISIT Plenary LectureSource Coding
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Random WalkHigh dimensional expander Hypergraphs
Winner of the ISIT 2020 Student Video Contest
Students: Jeongmin Chae and Minoh Jeong
Coding TheoryChannel Coding
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
IEEE ITW 2020, Riva del Garda, Italy
Tutorial
Deep LearningDistributed LearningTutorial
Plenary Talk
2022 North American School of Information Theory
UCLA, Los Angeles, August 16-19, 2022.
Machines learningDistributed LearningDistributed Systems
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Random WalkHigh dimensional expander Hypergraphs
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Random WalkHigh dimensional expander Hypergraphs
Ayfer Özgür's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Distributed Learning
Plenary Talk
2022 North American School of Information Theory
UCLA, Los Angeles, August 16-19, 2022.
Machines learningDistributed LearningDistributed Systems