An Introduction to Neural Data Compression (Foundations and Trends® in Computer Graphics and Vision)

Neural Networks with Model Compression (Computational Intelligence Methods and Applications)

Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications (Multimedia Computing, Communication and Intelligence)

CRC Press

Redundancy of Lossless Data Compression for Known Sources by Analytic Methods (Foundations and Trends in Communications and Information Theory)

Now Publishers

Compressive Imaging: Structure, Sampling, Learning

Graph Neural Networks: Foundations, Frontiers, and Applications

Graph Neural Networks: Foundations, Frontiers, and Applications

Distributed Learning Systems with First-Order Methods: An Introduction (Foundations and Trends® in Databases)

Now Publishers

The Transform and Data Compression Handbook (Electrical Engineering & Applied Signal Processing Series)

CRC Press

An Information-Theoretic Approach to Neural Computing (Perspectives in Neural Computing)

Springer

Coded Computing: Mitigating Fundamental Bottlenecks in Large-scale Distributed Computing and Machine Learning (Foundations and Trends® in Communications and Information Theory)

Now Publishers Inc

Compressed Sensing with Applications in Wireless Networks (Foundations and Trends® in Signal Processing)

Now Publishers

Neural Networks and Deep Learning: A Textbook

Springer

Neural Networks and Statistical Learning

Springer

Neural Networks and Statistical Learning

Springer

Introduction to Information Theory and Data Compression (Applied Mathematics)

Chapman and Hall/CRC

Elements of Dimensionality Reduction and Manifold Learning

Springer

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions (Foundations and Trends (R) in Machine Learning)

Now Publishers

Neural Networks and Deep Learning: A Textbook

Springer

Neural Networks and Deep Learning: A Textbook

Springer

Image and Video Compression: Fundamentals, Techniques, and Applications

CRC Press

Artificial Neural Networks: Methods and Applications in Bio-/Neuroinformatics: 4 (Springer Series in Bio-/Neuroinformatics, 4)

Springer

Video Compression Systems: From First Principles to Concatenated Codecs

Institution of Engineering & Technology

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives (Foundations and Trends in Machine Learning)

Now Publishers

Image and Video Processing in the Compressed Domain

CRC Press