{"product_id":"deep-learning-through-sparse-and-zhangyang-wang-9780128136591","title":"Deep Learning Through Sparse and Low-Rank Modeling","description":"\u003cp\u003e\u003ci\u003eDeep Learning through Sparse Representation and Low-Rank Modeling\u003c\/i\u003e bridges classical sparse and low rank models--those that emphasize problem-specific Interpretability--with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the toolkit of deep learning is closely tied with the sparse\/low rank methods and algorithms, providing a rich variety of theoretical and analytic tools to guide the design and interpretation of deep learning models. The development of the theory and models is supported by a wide variety of applications in computer vision, machine learning, signal processing, and data mining.\u003c\/p\u003e \u003cp\u003eThis book will be highly useful for researchers, graduate students and practitioners working in the fields of computer vision, machine learning, signal processing, optimization and statistics.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Zhangyang Wang,Yu Fu,Thomas S. Huang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128136596\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128136591\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/12\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 296\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.13lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.62d","brand":"Zhangyang Wang","offers":[{"title":"Paperback","offer_id":48135930937599,"sku":"9780128136591","price":99.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f89e42ee-bf16-4bec-8386-e2a01603a72b.jpg?v=1770159388","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-through-sparse-and-zhangyang-wang-9780128136591","provider":"WR Book House","version":"1.0","type":"link"}