{"product_id":"generalized-normalizing-flows-via-markov-chains-cambridge-university-press-9781009331005-gabriele-steidl","title":"Generalized Normalizing Flows via Markov Chains","description":"\u003cp\u003eDiscover the innovative world of generative models with \u003cstrong\u003eGeneralized Normalizing Flows via Markov Chains\u003c\/strong\u003e by \u003cstrong\u003eGabriele Steidl\u003c\/strong\u003e. Published by \u003cstrong\u003eCambridge University Press\u003c\/strong\u003e in 2023, this insightful paperback spans 75 pages, offering a comprehensive exploration of normalizing flows, diffusion normalizing flows, and variational autoencoders.\u003c\/p\u003e \n\n\u003cp\u003eThis Element presents a unified framework that adeptly integrates these powerful methodologies through the lens of Markov chains. Gabriele Steidl's work establishes a robust mathematical tool, enabling readers to seamlessly combine various approaches in the realm of generative modeling. Ideal for students and professionals alike, this book is a must-have resource for anyone looking to deepen their understanding of advanced mathematical concepts in machine learning.\u003c\/p\u003e \n\n\u003cp\u003eEnhance your knowledge and skills in mathematics with this essential addition to your library.\u003c\/p\u003e","brand":"Gabriele Steidl","offers":[{"title":"Default Title","offer_id":52273963598166,"sku":"9781009331005","price":21.82,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9781009331005.jpg?v=1767811606","url":"https:\/\/www.bookshop.lt\/products\/generalized-normalizing-flows-via-markov-chains-cambridge-university-press-9781009331005-gabriele-steidl","provider":"Bookshop","version":"1.0","type":"link"}