{"title":"Irina Rish","description":null,"products":[{"product_id":"sparse-modeling-book-irina-rish-9780367658922","title":"Sparse Modeling","description":"This book provides an introduction to the growing field of sparse modeling, including application examples, problem formulations that yield sparse solutions, algorithms for finding such solutions, and recent theoretical results on sparse recovery. It describes optimization problems involving commonly used sparsity-enforcing approaches as well as","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51001631441169,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51001634554129,"sku":"NIN9780367658922","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52532336853265,"sku":"NLS9780367658922","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0367658925.jpg?v=1786102667"},{"product_id":"sparse-modeling-book-irina-rish-9781439828694","title":"Sparse Modeling","description":"\u003cp\u003eSparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential. Sparsity can also dramatically improve the cost efficiency of signal processing.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eSparse Modeling: Theory, Algorithms, and Applications\u003c\/strong\u003e provides an introduction to the growing field of sparse modeling, including application examples, problem formulations that yield sparse solutions, algorithms for finding such solutions, and recent theoretical results on sparse recovery. The book gets you up to speed on the latest sparsity-related developments and will motivate you to continue learning about the field.\u003c\/p\u003e\u003cp\u003eThe authors first present motivating examples and a high-level survey of key recent developments in sparse modeling. The book then describes optimization problems involving commonly used sparsity-enforcing tools, presents essential theoretical results, and discusses several state-of-the-art algorithms for finding sparse solutions. \u003c\/p\u003e\u003cp\u003eThe authors go on to address a variety of sparse recovery problems that extend the basic formulation to more sophisticated forms of structured sparsity and to different loss functions. They also examine a particular class of sparse graphical models and cover dictionary learning and sparse matrix factorizations.\u003c\/p\u003e","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52452745150737,"sku":"NLS9781439828694","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53036496388369,"sku":"NIN9781439828694","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781439828694.jpg?v=1785867664"},{"product_id":"machine-learning-and-interpretation-in-neuroimaging-book-irina-rish-9783319451732","title":"Machine Learning and Interpretation in Neuroimaging","description":"\u003cp\u003eThis book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2014, held in Montreal, QC, Canada, in December 2014 as a satellite event of the 11th annual conference on Neural Information Processing Systems, NIPS 2014.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e The 10 MLINI 2014 papers presented in this volume were carefully reviewed and selected from 17 submissions. They were organized in topical sections named: networks and decoding; speech; clinics and cognition; and causality and time-series. In addition, the book contains the 3 best papers presented at MLINI 2013.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52477571039505,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52477572186385,"sku":"NLS9783319451732","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319451732.jpg?v=1759845835"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-irina-rish.oembed","provider":"World of Books ","version":"1.0","type":"link"}