{"product_id":"robust-machine-learning-distributed-methods-for-safe-ai-9789819706907","title":"Robust Machine Learning: Distributed Methods for Safe AI","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 170 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 05 April 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer Verlag, Singapore\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book explains in simple terms what it means for a distributed machine learning scheme to be robust to these threats, and how to build provably robust machine learning algorithms.Studying the robustness of machine learning algorithms is a necessity given the ubiquity of these algorithms in both the private and public sectors.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9789819706907\u003c\/p\u003e","brand":"Rachid Guerraoui,Nirupam Gupta,Rafael Pinot","offers":[{"title":"Paperback \/ softback","offer_id":47481593004282,"sku":"9789819706907","price":99.95,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1751670912900_book.jpg?v=1751742124","url":"https:\/\/shulphink.com\/products\/robust-machine-learning-distributed-methods-for-safe-ai-9789819706907","provider":"Shulph Ink","version":"1.0","type":"link"}