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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
The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
EstimationHypothesis TestingDistributed SystemsSecrecy
Laurent Schmalen's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
LDPC Codes
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
EstimationHypothesis TestingDistributed SystemsSecrecy
Jakob Hoydis' (supported by Sebastian Cammerer, Sebastian Dörner and Tim Uhlemann) full lecture at the 2020 European School of Information Theory…
Deep LearningMachine Learning
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
EstimationHypothesis TestingDistributed SystemsSecrecy
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Machine LearningInformation theoryFairness
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Machine LearningInformation theoryFairness
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Machine LearningInformation theoryFairness