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IEEE ITW 2020, Riva del Garda, Italy
Tutorial
Deep LearningDistributed LearningTutorial
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
IEEE ITW 2021, Virtually from Kanazawa, Japan
Plenary Lecture
Low LatencyCoding Theory
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary LecturePlenary LectureBroadcast Channels
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
The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications
IEEE ITW 2021, Virtually from Kanazawa, Japan
Plenary Lecture
Machine LearningSignal ProcessingDeep Learning
IEEE ITW 2021, Virtually from Kanazawa, Japan
Tutorial Lecture
Storage
Plenary Talk
2022 North American School of Information Theory
UCLA, Los Angeles, August 16-19, 2022.
Machines learningDistributed LearningDistributed Systems
Sennur Ulukus's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Private Information Retrieval
IEEE ITW 2021, Virtually from Kanazawa, Japan
Tutorial Lecture
Private Information RetrievalSecrecyCoded Computing
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