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Inside the Coursera-Udemy Deal: Three Bids, Two Years and a Rival Suitor

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Maximally Recoverable Codes for Distributed Storage Systems

Explore maximally recoverable codes for distributed storage systems, focusing on efficient repair, reliability, and storage optimization. Learn about different classes, bounds, and constructions.
- YouTube
- 37 minutes
- Self-Paced
- Free Video
High-Rate Fair-Density Parity-Check Codes

Introducing fair-density parity-check codes for high-rate applications, featuring a novel base matrix selection method, weight distribution analysis, and an efficient MP-PL decoding algorithm for improved performance.
- YouTube
- 41 minutes
- Self-Paced
- Free Video
Private Information Retrieval - Chasing Capacity with Algebraic Codes

Explore algebraic codes for private information retrieval, focusing on capacity-approaching techniques and their applications in secure data access.
- YouTube
- 34 minutes
- Self-Paced
- Free Video
Graph Neural Networks for Classical and Quantum Channel Coding

Explore GNN-based architecture for channel decoding, offering scalability and improved performance. Learn about its application to quantum LDPC codes and integration with belief propagation.
- YouTube
- 34 minutes
- Self-Paced
- Free Video
Sparsity and Privacy in Distributed Matrix Multiplication

Explore advanced techniques for distributed matrix multiplication, focusing on sparsity and privacy considerations in large-scale computations.
- YouTube
- 27 minutes
- Self-Paced
- Free Video
Service Rates of MDS Codes and Fractional Matchings in Quasi-Uniform Hypergraphs

Explore distributed system performance metrics through service rate regions of MDS codes, connecting them to fractional matching polytopes in quasi-uniform hypergraphs for improved data storage and retrieval.
- YouTube
- 47 minutes
- Self-Paced
- Free Video
Cover Your Bases: Minimizing Sequencing Coverage in DNA Storage Systems

Explores minimizing DNA sequencing coverage in storage systems, focusing on error-correcting codes and retrieval algorithms to reduce costs and latency while optimizing information retrieval efficiency.
- YouTube
- 50 minutes
- Self-Paced
- Free Video
Combinatorial Problems in Support Recovery for 1-bit Compressed Sensing

Explore advanced techniques in 1-bit compressed sensing, focusing on combinatorial approaches to support recovery and their applications in coding theory.
- YouTube
- 28 minutes
- Self-Paced
- Free Video
Neural Distributed Source Coding

Explores a framework for lossy distributed source coding using conditional VQ-VAE, achieving state-of-the-art performance on complex correlations and high-dimensional data without relying on hand-crafted source modeling.
- YouTube
- 24 minutes
- Self-Paced
- Free Video
Coded Matrix Computation: Numerical Stability, Partial Stragglers, and Sparse Input Matrices

Explore advanced techniques for high-dimensional matrix computations in distributed systems, addressing numerical stability, partial stragglers, and sparse input matrices.
- YouTube
- 43 minutes
- Self-Paced
- Free Video
Polar Codes for IDS Channels

Explore polar codes for IDS channels, addressing numerical instability, partial stragglers, and worker computation time in sparse matrix scenarios. Learn recent contributions to overcome these challenges.
- YouTube
- 39 minutes
- Self-Paced
- Free Video
Approximate Coding for Matrix Multiplication in Optimization and Learning

Explore innovative approaches to coded matrix multiplication, focusing on approximate results for faster computation in optimization and learning applications.
- YouTube
- 32 minutes
- Self-Paced
- Free Video
Quantized-Constraint Concatenation and the Covering Radius of Constrained Systems

Explores novel error-correction framework for constrained systems, introducing Quantized-Constraint Concatenation and analyzing covering radius to improve DNA storage coding techniques.
- YouTube
- 27 minutes
- Self-Paced
- Free Video
Generalized Staircase Codes With Arbitrary Bit Degree

Explores advanced error correction coding for high-performance data transmission, focusing on generalized staircase codes with flexible bit protection and reduced decoding complexity.
- YouTube
- 50 minutes
- Self-Paced
- Free Video
Coding for DNA Storage with Nanopore Sequencing

Explore theoretical foundations for synthetic DNA data storage using nanopore sequencing, including channel models, noise characteristics, and coding schemes for practical archival applications.
- YouTube
- 50 minutes
- Self-Paced
- Free Video

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