We found 19 result.
How internet communication works: Network Coding
Information Theory Society presents a brief history of internet communication and packet switched networks leading to the idea of network coding.…
Network Coding
Channel capacity (baud rate)
Coded Caching: Past, Present, Future
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
Explicit and Implicit Inductive Bias in Deep Learning
IEEE ITW 2020, Riva del Garda, Italy Tutorial  
Deep LearningDistributed LearningTutorial
Diversity vs. Parallelism in Distributed Computing with Redundancy
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
What is a Markov chain?
What motivated the concept of Markov chains & Markov models? Featuring Plato's theory of forms, Jacob Bernoulli's weak law of large numbers and…
The Beauty of Lempel-Ziv Compression
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
An Introduction to Quantum Computation
IEEE ITW 2020, Riva del Garda, Italy Tutorial
Tutorial
The generalization error of overparametrized models: Insights from exact asymptotics
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
Morse Code
Morse Code Simulator: https://www.khanacademy.org/math/appl...​
What is a bit?
How can we quantify/measure an information source? We introduce the ideas of Nyquist & Hartley using a simple game involving yes/no questions. It…
Claude Shannon: A Mathematical Theory of Communication
Claude Shannon demonstrated how to generate "english looking" text using Markov chains and how this gives a satisfactory representation of the…
Data Driven Algorithm Design
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
Tree archeology: Root finding and broadcasting
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
Information-directed Exploration in Bandits and Reinforcement Learning
IEEE ITW 2020, Riva del Garda, Italy Plenary Lecture
ITW Plenary LecturePlenary Lecture
How space-time codes work (MIMO)
Coding
Hamming and low density parity check codes
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
Secret Sharing Explained Visually
The IEEE Information Theory Society presents an overview of Adi Shamir's 1979 paper on secret sharing. This is part of our series on the greatest…
Secrecy
How Recommender Systems Work
  The key insights behind content and collaborative filtering (Matrix Factorization). How Amazon, Netflix, Facebook and others predict what you will…
Recommender SystemsApplications