02895nam 22005295 450 991029935740332120200701173454.03-319-94042-210.1007/978-3-319-94042-7(CKB)4100000006675087(MiAaPQ)EBC5528888(DE-He213)978-3-319-94042-7(PPN)230541127(EXLCZ)99410000000667508720180927d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierThe NIPS '17 Competition: Building Intelligent Systems /edited by Sergio Escalera, Markus Weimer1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (290 pages)The Springer Series on Challenges in Machine Learning,2520-131X3-319-94041-4 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.The Springer Series on Challenges in Machine Learning,2520-131XArtificial intelligenceOptical data processingPattern recognitionArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XArtificial intelligence.Optical data processing.Pattern recognition.Artificial Intelligence.Image Processing and Computer Vision.Pattern Recognition.006.31Escalera Sergioedthttp://id.loc.gov/vocabulary/relators/edtWeimer Markusedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910299357403321The NIPS '17 Competition: Building Intelligent Systems2223556UNINA