{"product_id":"model-selection-and-error-estimation-in-a-nutshell-9783030243616","title":"Model Selection and Error Estimation in a Nutshell","description":"\u003cp\u003e • Author(s): Luca Oneto\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIntroduction.- The \"Five W\" of MS \u0026amp; EE.- Preliminaries.- Resampling Methods.- Complexity-Based Methods.- Compression Bound.- Algorithmic Stability Theory.- PAC-Bayes Theory.- Differential Privacy Theory.- Conclusions \u0026amp; Further Readings.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45280494289047,"sku":"9783030243616","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030243616.webp?v=1769296478","url":"https:\/\/atlanticbooks.com\/products\/model-selection-and-error-estimation-in-a-nutshell-9783030243616","provider":"Atlantic Books","version":"1.0","type":"link"}