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bayesian optimization

• [2016 KDD] FLASH: Fast Bayesian Optimization for Data Analytic Pipelines
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• reference
  • 贝叶斯优化算法（BOA）
  • Bayesian Optimization演示

Embedding

• [2017 KDD] struc2vec: Learning Node Representations from Structural Identity

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• [2017] Heterogeneous Information Network Embedding for Meta Path based Proximity

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• [2017] graph2vec: Learning Distributed Representations of Graphs

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• [2015 KDD] PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks

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• [2015 WWW] LINE: Large-scale Information Network Embedding

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influence

• [2010] Scalable Influence Maximization for Prevalent Viral Marketing in Large-Scale Social Networks
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team formation

• [2015 WWW] Replacing the irreplaceable: Fast Algorithms for Team Member recommendation
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• [2009 KDD] Finding a Team of Experts in Social Networks
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