Sparse Representation, Modeling and Learning in Visual Recognition: Theory, Algorithms and Applications 9781447167143, 9781447167136, 1447167147

Deep Learning through Sparse and Low-Rank Modeling (Computer Vision and Pattern Recognition) 0128136596, 9780128136591

Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those tha

1,130 161 20MB Read more

Practical applications of sparse modeling 9780262027724, 0262027720

"Sparse modeling is a rapidly developing area at the intersection of statistical learning and signal processing, mo

642 100 13MB Read more

Deep learning: algorithms and applications 9783030317591, 9783030317607

2,362 456 10MB Read more

Machine Learning Algorithms and Applications 9781119768852

2,015 277 13MB Read more

Contemporary algorithms. theory and applications. Vol.1

186 113 19MB Read more

Contemporary Algorithms. Theory and Applications [Volume I]

522 143 32MB Read more

Credit Risk Modeling: Theory and Applications 9781400829194

Credit risk is today one of the most intensely studied topics in quantitative finance. This book provides an introductio

231 55 2MB Read more

Sparse Grids and Applications 9783642317026, 9783642317033, 3642317030

377 58 3MB Read more

Scalable pattern recognition algorithms. Applications in comp. biology and bioinformatics 9783319056296, 9783319056302

602 30 2MB Read more

Bayesian Tensor Decomposition for Signal Processing and Machine Learning: Modeling, Tuning-Free Algorithms, and Applications 303122437X, 9783031224379

This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian m

465 46 4MB Read more