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Information Theory For Neural Inference
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Active Methods: Learning as you go and as fast as you can - Part 3
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machine Learning
Information bottlenecks in emerging distributed systems - Part 2
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machines learning
Distributed Learning
Distributed Systems
Distributed Function Retrieval: A Storage And Privacy Prospective
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Blockchains and Differential Privacy
Winner of the ISIT 2021 Student Video Contest Students: Mohammad Ishtiyaq Qureshi and Olusola Odeyomihttps://2021.ieee-isit.org/Challenge.asp
Blockchain
Folded Codes and Streaming Codes
Winner of the ISIT 2021 Student Video Contest Students: Alexandra Veliche and Shubhransh Singhvihttps://2021.ieee-isit.org/Challenge.asp
Folded Codes
Streaming Codes
Coding Theory
Meet the Shannon Lecturer Alon Orlitsky
ISIT 2021, Melbourne, Victoria, Australia Meet the Shannon Awardee
Shannon Award
Common Information: Old And New
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Estimation and Hypothesis Testing under Information Constraints (Part 3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Estimation
Hypothesis Testing
Distributed Systems
Secrecy
Finite-Blocklength Schemes in Information Theory (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Information theory
Coding Theory
Finite blocklength
Finite-Blocklength Schemes in Information Theory (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Information theory
Coding Theory
Finite blocklength
Polar Codes: Origins to 5G and Beyond - Part 1
Channel Coding
Coding Theory
Polar Codes
Information Theoretic Foundations for Data Science - Part 2
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machine Learning
Information bottlenecks in emerging distributed systems - Part 1
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machines learning
Distributed Learning
Distributed Systems
An Information Theoretic Perspective on Database and Graph Matching - Part 1
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Database Graph Matching
Random Walk on High Dimensional Expanders (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Random Walk
High dimensional expander
Hypergraphs
Finite-Blocklength Schemes in Information Theory (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Information theory
Coding Theory
Finite blocklength
Locally-Testable and Locally-Decodable Codes (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Coding Theory
Locally-testable codes
Locally-decodable codes
Fundamental Trade-Offs between Privacy and Utility in Data Sharing (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Data sharing
Privacy
Estimation and Hypothesis Testing under Information Constraints (Part 2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Estimation
Hypothesis Testing
Distributed Systems
Secrecy
Locally-Testable and Locally-Decodable Codes (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Coding Theory
Locally-testable codes
Locally-decodable codes
Fair Machine Learning via Information Theory (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Machine Learning
Information theory
Fairness
Fair Machine Learning via Information Theory (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Machine Learning
Information theory
Fairness
Fair Machine Learning via Information Theory (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Machine Learning
Information theory
Fairness
Estimation and Hypothesis Testing under Information Constraints (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Estimation
Hypothesis Testing
Distributed Systems
Secrecy
Mutual Information in Machine Learning (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Mutual information
Machines learning
Estimation
Locally-Testable and Locally-Decodable Codes (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Coding Theory
Locally-testable codes
Locally-decodable codes
Fundamental Trade-Offs between Privacy and Utility in Data Sharing (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Data sharing
Privacy
Community-Aware Group Testing
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Group Testing
Active Methods: Learning as you go and as fast as you can - Part 1
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machine Learning
Active Methods: Learning as you go and as fast as you can - Part 2
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machine Learning
Polar Codes: Origins to 5G and Beyond - Part 2
Channel Coding
Coding Theory
Polar Codes
Information Theoretic Foundations for Data Science - Part 1
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Machine Learning
An Information Theoretic Perspective on Database and Graph Matching - Part 2
Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.
Database Graph Matching
ISIT2021 Promo Video January
ISIT2021 Promo Video January
Interview
Benign Overfitting
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary Lecture
Plenary Lecture
Information, Compression, Learning, Life
ISIT 2021, Melbourne, Victoria, AustraliaShannon Lecture
ISIT Plenary Lecture
Plenary Lecture
Shannon Lectures
Broadcast Channels - What's New
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary Lecture
Plenary Lecture
Broadcast Channels
Bias And Unfairness In Data From People: Challenges, Models, Solutions, And Open Problems
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Mutual Information in Machine Learning (2/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Mutual information
Machines learning
Estimation
Mutual Information in Machine Learning (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Mutual information
Machines learning
Estimation
Random Walk on High Dimensional Expanders (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Random Walk
High dimensional expander
Hypergraphs
Random Walk on High Dimensional Expanders (3/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Random Walk
High dimensional expander
Hypergraphs
Fundamental Trade-Offs between Privacy and Utility in Data Sharing (1/3)
2021 Croucher Summer Course in Information Theory, The Chinese University of Hong Kong Lecture
Data sharing
Privacy
Universaility
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary Lecture
With Purpose: Information Flow In The Era Of Hyperspecialization
ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture
ISIT Plenary Lecture
Plenary Lecture
A Graphical-Model-Based Approach To Quantum Information Processing
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Recent Advances In Reinforcement Learning Theory
Tutorial
Introduction To The Information Theory Of Covert Communication
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Unsourced Multiple Access (UMAC): Information Theory And Coding
ISIT 2021, Melbourne, Victoria, AustraliaTutorial
Tutorial
Iterative Decoding of LDPC Codes and Channel Polarization
Winner of the ISIT 2021 Student Video Contest Students: Yuxin Liu and Sarah Bahanshalhttps://2021.ieee-isit.org/Challenge.asp
LDPC Codes
Polar Codes
