{"product_id":"an-introduction-to-variational-autoencoders-9781680836226","title":"An Introduction to Variational Autoencoders","description":"\u003cp\u003eIn this monograph, the authors present an introduction to the framework of variational autoencoders (VAEs) that provides a principled method for jointly learning deep latent-variable models and corresponding inference models using stochastic gradient descent. The framework has a wide array of applications from generative modeling, semi-supervised learning to representation learning.\u003c\/p\u003e\u003cp\u003eThe authors expand earlier work and provide the reader with the fine detail on the important topics giving deep insight into the subject for the expert and student alike. Written in a survey-like nature the text serves as a review for those wishing to quickly deepen their knowledge of the topic.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eAn Introduction to Variational Autoencoders\u003c\/em\u003e provides a quick summary for the of a topic that has become an important tool in modern-day deep learning techniques.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-13123716\"\u003eDiederik P. Kingma\u003c\/a\u003e, \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-13121499\"\u003eWelling Max\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Now Publishers\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/12\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 102\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.34lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.21d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781680836226\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1680836226\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM037000\"\u003eMachine Theory\u003c\/a\u003e\u003cbr\u003e","brand":"Now Publishers","offers":[{"title":"Default Title","offer_id":44540603138285,"sku":"9781680836226","price":100.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0550\/8097\/6621\/products\/img_a9849dce-510a-4fb1-b0eb-aff721fe8f53.jpg?v=1701491156","url":"https:\/\/sureshotbooks.com\/products\/an-introduction-to-variational-autoencoders-9781680836226","provider":"SureShot Books Publishing LLC","version":"1.0","type":"link"}