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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
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IEEE ITW 2021, Virtually from Kanazawa, Japan
Plenary Lecture
Machine LearningSignal ProcessingDeep Learning
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IEEE ITW 2020, Riva del Garda, Italy
Tutorial
Deep LearningDistributed LearningTutorial
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IEEE ITW 2021, Virtually from Kanazawa, Japan
Tutorial Lecture
Private Information RetrievalSecrecyCoded Computing
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Plenary Talk
2022 North American School of Information Theory
UCLA, Los Angeles, August 16-19, 2022.
Machines learningDistributed LearningDistributed Systems
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Plenary Talk
2022 North American School of Information Theory
UCLA, Los Angeles, August 16-19, 2022.
Machines learningDistributed LearningDistributed Systems
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IEEE ISIT 2020, Los Angeles (Virtual)
Tutorial Lecture
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TutorialCoded Computing
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Data sharingPrivacy
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ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary LecturePlenary LectureBroadcast Channels
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Reinhard Heckel's short lecture at the 2020 European School of Information Theory Stuttgart, Germany
Deep Learning
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Data sharingPrivacy
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Jakob Hoydis' (supported by Sebastian Cammerer, Sebastian Dörner and Tim Uhlemann) full lecture at the 2020 European School of Information Theory…
Deep LearningMachine Learning
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Data sharingPrivacy
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Sennur Ulukus's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Private Information Retrieval
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Mutual information Machines learning Estimation
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Mutual information Machines learning Estimation
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Ayfer Özgür's full lecture at the 2020 European School of Information Theory Stuttgart, Germany
Distributed Learning
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2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong
Lecture
Mutual information Machines learning Estimation