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010   $a3-319-94042-2
024 7 $a10.1007/978-3-319-94042-7
035   $a(CKB)4100000006675087
035   $a(MiAaPQ)EBC5528888
035   $a(DE-He213)978-3-319-94042-7
035   $a(PPN)230541127
035   $a(EXLCZ)994100000006675087
100   $a20180927d2018      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 14$aThe NIPS '17 Competition: Building Intelligent Systems /$fedited by Sergio Escalera, Markus Weimer
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (290 pages)
225 1 $aThe Springer Series on Challenges in Machine Learning,$x2520-131X
311   $a3-319-94041-4 
330   $aThis book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning. Rigorous competition evaluation was based on the quality of data, problem interest and impact, promoting the design of new models, and a proper schedule and management procedure. This book contains the chapters from organizers on competition design and from top-ranked participants on their proposed solutions for the five accepted competitions: The Conversational Intelligence Challenge, Classifying Clinically Actionable Genetic Mutations, Learning to Run, Human-Computer Question Answering Competition, and Adversarial Attacks and Defenses.
410  0$aThe Springer Series on Challenges in Machine Learning,$x2520-131X
606   $aArtificial intelligence
606   $aOptical data processing
606   $aPattern recognition
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021
606   $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
615  0$aArtificial intelligence.
615  0$aOptical data processing.
615  0$aPattern recognition.
615 14$aArtificial Intelligence.
615 24$aImage Processing and Computer Vision.
615 24$aPattern Recognition.
676   $a006.31
702   $aEscalera$b Sergio$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aWeimer$b Markus$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910299357403321
996   $aThe NIPS '17 Competition: Building Intelligent Systems$92223556
997   $aUNINA