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121	Identity and search in social networks Duncan J. Watts,1, 2, 3, ∗ Peter Sheridan Dodds,2, † and M. E. J. Newman3, ‡ 1 arXiv:cond-mat/0205383v1 [cond-mat.dis-nn] 17 May 2002 Add to Reading List Source URL: snap.stanford.edu Language: English - Date: 2011-11-19 02:39:02 Random walk Networks Markov models Statistics Network theory Graph theory
122	PHYSICAL REVIEW E, VOLUME 64, [removed]Search in power-law networks Lada A. Adamic,1,* Rajan M. Lukose,1,† Amit R. Puniyani,2,‡ and Bernardo A. Huberman1,§ 1 Add to Reading List Source URL: snap.stanford.edu Language: English - Date: 2011-11-19 02:38:11 Degree distribution Connectivity Graph Random graph Network science Centrality Graph theory Mathematics Combinatorics
123	Fast Incremental and Personalized PageRank Bahman Bahmani ∗ Stanford University Add to Reading List Source URL: snap.stanford.edu Language: English - Date: 2012-11-06 00:15:04 Network theory Markov models Internet search engines Statistics PageRank Search engine optimization Centrality Webgraph Random walk Link analysis Graph theory Mathematics
124	Reverse Top-k Search using Random Walk with Restart † ∗ Adams Wei Yu†§ , Nikos Mamoulis§ , Hao Su‡ Add to Reading List Source URL: www.vldb.org Language: English - Date: 2013-12-06 16:23:06 Network theory Shortest path problem Directed graph Graph theory Mathematics Theoretical computer science
125	Better Punctuation Prediction with Dynamic Conditional Random Fields Wei Lu and Hwee Tou Ng Department of Computer Science National University of Singapore 13 Computing Drive, Singapore[removed] {luwei,nght}@comp.nus.edu.s Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2010-10-17 06:29:36 Computational linguistics Information science Natural language processing Speech recognition Unicode Conditional random field N-gram Information extraction Search engine indexing Linguistics Science Punctuation
126	Affiliation Networks ∗ Silvio Lattanzi D. Sivakumar Add to Reading List Source URL: snap.stanford.edu Language: English - Date: 2013-09-11 13:30:10 Bipartite graph Connectivity Degree distribution Graph Hypercube graph Flow network Tree Random graph Clique Graph theory Mathematics Breadth-first search
127	What is this Page Known for? Computing Web Page Reputations Davood Raei Department of Computer Science University of Toronto draei@cs.toronto.edu Add to Reading List Source URL: snap.stanford.edu Language: English - Date: 2011-12-04 14:11:43 Probability and statistics Crowdsourcing PageRank Reputation management Search engine optimization HITS algorithm Random walk Markov chain XTR Statistics Markov models Link analysis
128	Table of Contents Invited Presentations Random Multivariate Search Trees Luc Devroye . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Add to Reading List Source URL: eprints.pascal-network.org Language: English - Date: 2006-06-13 07:36:33 Computational learning theory Theoretical computer science Manfred K. Warmuth Supervised learning Stability Reinforcement learning Perceptron Least squares Machine learning Learning Artificial intelligence
129	Hyperopt-Sklearn Automatic Hyperparameter Configuration for Scikit-Learn Brent Komer, James Bergstra, Chris Eliasmith {bjkomer, james.bergstra, celiasmith}@uwaterloo.ca Centre for Theoretical Neuroscience, University of Add to Reading List Source URL: compneuro.uwaterloo.ca Language: English - Date: 2014-12-15 16:02:52 Artificial intelligence Support vector machine Grid search Random forest Naive Bayes classifier K-nearest neighbor algorithm Binary classification Training set Statistics Machine learning Statistical classification
130	ICML 2014 AutoML Workshop Preliminary Evaluation of Hyperopt Algorithms on HPOLib James Bergstra Brent Komer Add to Reading List Source URL: compneuro.uwaterloo.ca Language: English - Date: 2014-12-15 16:02:52 Mathematical optimization Operations research Random search Algorithm Stochastic optimization Mathematics Applied mathematics

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