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Advances in Independent Component Analysis and Learning Machines
Barnes and Noble
Advances in Independent Component Analysis and Learning Machines
Current price: $165.00
Barnes and Noble
Advances in Independent Component Analysis and Learning Machines
Current price: $165.00
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In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining.
- A unifying probabilistic model for PCA and ICA
- Optimization methods for matrix decompositions
- Insights into the FastICA algorithm
- Unsupervised deep learning
- Machine vision and image retrieval
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