The NIPS '17 competition: building intelligent systems / edited by Sergio Escalera, Markus Weimer.
نوع المادة : نصاللغة: الإنجليزية السلاسل:The Springer Series on Challenges in Machine Learningالناشر:Cham : Springer International Publishing : Imprint: Springer, 2018الطبعات:1st ed. 2018وصف:x, 287 pages : illustrations ; 24 cmنوع المحتوى:- text
- unmediated
- volume
- 9783319940410
- Q325.5 .N577 2018
نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
---|---|---|---|---|---|---|---|
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | Q325.5 .N577 2018 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 30020000208167 | ||
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | Q325.5 .N577 2018 (إستعراض الرف(يفتح أدناه)) | C.2 | المتاح | 30020000208166 |
Browsing UAE Federation Library | مكتبة اتحاد الإمارات shelves, Shelving location: General Collection | المجموعات العامة إغلاق مستعرض الرف(يخفي مستعرض الرف)
Q325.5 .M87 2012 Machine learning : a probabilistic perspective / | Q325.5 .N349 2018 Artificial intelligence and machine learning fundamentals / | Q325.5 .N349 2018 Artificial intelligence and machine learning fundamentals / | Q325.5 .N577 2018 The NIPS '17 competition: building intelligent systems / | Q325.5 .N577 2018 The NIPS '17 competition: building intelligent systems / | Q325.5 .P358 2019 MATLAB machine learning recipes : a problem-solution approach / | Q325.5 .P358 2019 MATLAB machine learning recipes : a problem-solution approach / |
This book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning. Rigorous competition evaluation was based on the quality of data, problem interest and impact, promoting the design of new models, and a proper schedule and management procedure. This book contains the chapters from organizers on competition design and from top-ranked participants on their proposed solutions for the five accepted competitions: The Conversational Intelligence Challenge, Classifying Clinically Actionable Genetic Mutations, Learning to Run, Human-Computer Question Answering Competition, and Adversarial Attacks and Defenses.