图 书 馆开课单位--KDD 2017研讨会
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1Google Vizier: A Service for BlackBox Optimization thumbnail[Google Vizier：黑盒优化缩略图服务]
Daniel Golovin(KDD 2017研讨会) Any sufficiently complex system acts as a black box when it becomes easier to experiment with than to understand. Hence, black-box optimization has be...
热度：14
Daniel Golovin(KDD 2017研讨会) Any sufficiently complex system acts as a black box when it becomes easier to experiment with than to understand. Hence, black-box optimization has be...
热度：14
2Local Modeling of Attributed Graphs: Algorithms and Applications[属性图的vLocal建模：算法与应用]
Bryan Perozzi(KDD 2017研讨会) It is increasingly common to encounter real-world graphs which have attributes associated with the nodes, in addition to their raw connectivity inform...
热度：13
Bryan Perozzi(KDD 2017研讨会) It is increasingly common to encounter real-world graphs which have attributes associated with the nodes, in addition to their raw connectivity inform...
热度：13
3No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from Dangerous Goods[保护城市安全免受危险品侵害的决斗系统]
Jingyuan Wang(KDD 2017研讨会) Recent years have witnessed the continuous growth of megalopolises worldwide, which makes urban safety a top priority in modern city life. Among vario...
热度：8
Jingyuan Wang(KDD 2017研讨会) Recent years have witnessed the continuous growth of megalopolises worldwide, which makes urban safety a top priority in modern city life. Among vario...
热度：8
4SPARTan: Scalable PARAFAC2 for Large & Sparse Data[适用于大数据和稀疏数据的可扩展PARAFAC2]
Ioakeim Perros(KDD 2017研讨会) In exploratory tensor mining, a common problem is how to analyze a set of variables across a set of subjects whose observations do not align naturally...
热度：11
Ioakeim Perros(KDD 2017研讨会) In exploratory tensor mining, a common problem is how to analyze a set of variables across a set of subjects whose observations do not align naturally...
热度：11
5Developing a Comprehensive Framework for Multimodal Feature Extraction[开发多模态特征提取的综合框架]
Quinten McNamara(KDD 2017研讨会) Feature extraction is a critical component of many applied data science workflows. In recent years, rapid advances in artificial intelligence and mach...
热度：98
Quinten McNamara(KDD 2017研讨会) Feature extraction is a critical component of many applied data science workflows. In recent years, rapid advances in artificial intelligence and mach...
热度：98
6Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks[异构信息网络中基于元图的推荐融合]
Huan Zhao(KDD 2017研讨会) Heterogeneous Information Network (HIN) is a natural and general representation of data in modern large commercial recommender systems which involve h...
热度：20
Huan Zhao(KDD 2017研讨会) Heterogeneous Information Network (HIN) is a natural and general representation of data in modern large commercial recommender systems which involve h...
热度：20
7TFX: A TensorFlow-Based Production-Scale Machine Learning Platform[TFX:一个基于TensorFlow的生产规模机器学习平台]
Heng-Tze Cheng(KDD 2017研讨会) Creating and maintaining a platform for reliably producing and deploying machine learning models requires careful orchestration of many components&mda...
热度：13
Heng-Tze Cheng(KDD 2017研讨会) Creating and maintaining a platform for reliably producing and deploying machine learning models requires careful orchestration of many components&mda...
热度：13
8Online Ranking with Constraints: A Primal-Dual Algorithm and Applications to Web TrafficShaping[一种原始对偶算法及其在网络流量整形中的应用]
Bryan Perozzi(KDD 2017研讨会) We study the online constrained ranking problem motivated by an application to web-traffic shaping: an online stream of sessions arrive in which, with...
热度：10
Bryan Perozzi(KDD 2017研讨会) We study the online constrained ranking problem motivated by an application to web-traffic shaping: an online stream of sessions arrive in which, with...
热度：10
9Backpage and Bitcoin: Uncovering Human Traffickers[背景和比特币：揭露人口贩子]
Rebecca Sorla Portnoff(KDD 2017研讨会) Sites for online classified ads selling sex are widely used by human traffickers to support their pernicious business. The sheer quantity of ads makes...
热度：12
Rebecca Sorla Portnoff(KDD 2017研讨会) Sites for online classified ads selling sex are widely used by human traffickers to support their pernicious business. The sheer quantity of ads makes...
热度：12
10Is the Whole Greater Than the Sum of Its Parts?[整体大于部分之和吗？]
Liangyue Li(KDD 2017研讨会) The part-whole relationship routinely finds itself in many disciplines, ranging from collaborative teams, crowdsourcing, autonomous systems to network...
热度：10
Liangyue Li(KDD 2017研讨会) The part-whole relationship routinely finds itself in many disciplines, ranging from collaborative teams, crowdsourcing, autonomous systems to network...
热度：10