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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 learningDistributed LearningDistributed Systems

Common Information: Old And New

ISIT 2021, Melbourne, Victoria, AustraliaTutorial

Tutorial

Schools 2023 February BoG Report

BoG Report

Active Learning for Classification with Abstention

4th place of the 2022 Information Theoretic Duets Competition

Private Computation with Applications to Machine Learning

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Tutorial Lecture

Private Information RetrievalSecrecyCoded Computing

Design and Decoding of Polar Codes with Large Kernels

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Tutorial Lecture

Polar CodesCoding Theory

Some Topics on Information Theoretic Security

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Plenary Lecture

Coded Caching: Past, Present, Future

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

Coded String Reconstruction Problems

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Plenary Lecture Video image begins at 0:30

ISIT Plenary LecturePlenary LectureInformation Theory in Biology

ISIT2021 - Meet the Shannon Lecturer Alon Orlitsky

ISIT 2021, Melbourne, Victoria, Australia Meet the Shannon Awardee

Shannon Award

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

Schools 2023 December BoG Report

BoG Report

Digital Presence Committee, June 2022 BoG Report

BoG Report

Diversity vs. Parallelism in Distributed Computing with Redundancy

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

Information Theory For Neural Inference

ISIT 2021, Melbourne, Victoria, AustraliaTutorial

Tutorial

How Digital Platforms are Radically Transforming Organizations

ISIT Plenary Lecture

Binary Hypothesis Testing with Deterministic Machine

3rd place of the 2022 Information Theoretic Duets Competition

Modeling and Optimization of Latency in Erasure-Coded Storage Systems

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Tutorial Lecture

Storage

Explicit and Implicit Inductive Bias in Deep Learning

�鶹��ýAV ITW 2020, Riva del Garda, Italy Tutorial

Deep LearningDistributed LearningTutorial

Machine-Learning Based Approaches To Coding

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Tutorial Lecture Video image begins at 0:35.

TutorialMachine LearningCoding Theory

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

Polar Codes: Origins to 5G and Beyond - Part 2

Channel CodingCoding TheoryPolar Codes

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

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

Community-Aware Group Testing

Plenary Talk 2022 North American School of Information Theory UCLA, Los Angeles, August 16-19, 2022.

Group Testing

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

D&I March 2022 BoG Report

BoG Report

Distributed Function Retrieval: A Storage And Privacy Prospective

ISIT 2021, Melbourne, Victoria, AustraliaTutorial

Tutorial

Learning from Humans How to Improve Lossy Data Compression

ISIT Plenary Lecture

Communication and Sensing: From Compressed Sampling to Model-based Deep Learning

ISIT Plenary Lecture

On Weight Distribution of Polar Codes

2nd place of the 2022 Information Theoretic Duets Competition

Polar CodesCoding Theory

On Dynamics-Informed Blending of Machine Learning and Game Theory

ISIT Plenary Lecture

Code-Based Cryptography

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Tutorial Lecture

CryptographyCoding Theory

Communication and Sensing: From Compressed Sampling to Model-based Deep Learning

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Plenary Lecture

Machine LearningSignal ProcessingDeep Learning

Sum Of Squares — Where Are We, And Where To Go?

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Plenary Lecture Video image begins at 0:31

ISIT Plenary LecturePlenary LectureOptimization

Neural Augmentation In Wireless Communication

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Plenary Lecture Video begins at 0:30

ISIT Plenary LecturePlenary LectureMachine LearningCoding Theory

Building the Information Theory Society Together

Diversity and InclusionVolunteering

Digital Presence Committee, March 2022 BoG Report

BoG Report

The generalization error of overparametrized models: Insights from exact asymptotics

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

Benign Overfitting

ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture

ISIT Plenary LecturePlenary Lecture

Broadcast Channels - What's New

ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture

ISIT Plenary LecturePlenary LectureBroadcast Channels

Bias And Unfairness In Data From People: Challenges, Models, Solutions, And Open Problems

ISIT 2021, Melbourne, Victoria, AustraliaTutorial

Tutorial

D&I October 2022 BoG Report

BoG Report

Private Set Intersection

1st place of the 2022 Information Theoretic Duets Competition

Coding for Distributed Information Systems: Adversarial Sources and Approximated Decoding

�鶹��ýAV ITW 2021, Virtually from Kanazawa, Japan Plenary Lecture

Coding TheoryDistributed Systems

An Introduction to Quantum Computation

�鶹��ýAV ITW 2020, Riva del Garda, Italy Tutorial

Tutorial

From Two to Infinity: Information Theory and Statistics for Large Alphabets

2008 ISIT Plenary Lecture From Two to Infinity: Information Theory and Statistics for Large Alphabets Professor Alon Orlitsky University of…

ISIT Plenary Lecture

Polar Codes: Origins to 5G and Beyond - Part 1

Channel CodingCoding TheoryPolar 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

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

Data Driven Algorithm Design

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

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 learningDistributed LearningDistributed Systems

Schools 2023 June BoG Report

BoG Report

Information-directed Exploration in Bandits and Reinforcement Learning

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

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

Tree archeology: Root finding and broadcasting

�鶹��ýAV ITW 2020, Riva del Garda, Italy Plenary Lecture

ITW Plenary LecturePlenary Lecture

Coded Computing

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Tutorial Lecture Video image begins at 0:30

TutorialCoded Computing

With Purpose: Information Flow In The Era Of Hyperspecialization

ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture

ISIT Plenary LecturePlenary Lecture

Universaility

ISIT 2021, Melbourne, Victoria, AustraliaPlenary Lecture

ISIT Plenary Lecture

A Graphical-Model-Based Approach To Quantum Information Processing

ISIT 2021, Melbourne, Victoria, AustraliaTutorial

Tutorial

Gone Fishin'

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Plenary Lecture Video image begins at 0:15

ISIT Plenary LecturePlenary Lecture

Fundamentals Of Blockchain Systems

�鶹��ýAV ISIT 2020, Los Angeles (Virtual) Tutorial Lecture Video image begins at 0:10

TutorialBlockchain

Information Theory and High-Dimensional Bayes Computation

2024 Shannon Lecture Andrew Barron (Yale University, USA)

ISIT Plenary LectureShannon Lectures

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