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Dynamic diversification---finding a set of data points with maximum diversity from a time-dependent sample pool---is an important task in recommender systems, web search, database search, and notification services, to avoid showing users duplicate or very similar items.
The discrete
E. Erkut · 1990
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Facility dispersion problems: Heuristics and special cases
SS Ravi, Daniel J Rosenkrantz, and Giri Kumar Tayi · 1991
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A comparison of
E. Erkut, Y. Ulkusal, and O Yenicerioglu · 1995
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Improving recommendation lists through topic diversification
C.-N. Ziegler, S. M. McNee, J. A. Konstan, and G. Lausen · 2005
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Cover trees for nearest neighbor
Alina Beygelzimer, Sham Kakade, and John Langford · 2006
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Cover trees for nearest neighbor
Alina Beygelzimer, Sham Kakade, and John Langford · 2006
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Efficient computation of diverse query results
E. Vee, U. Srivastava, J. Shanmugasundaram, P. Bhat, and S. A. Yahia · 2008
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Avoiding monotony: Improving the diversity of recommendation lists
M. Zhang and N. Hurley · 2008
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An axiomatic approach for result diversification
S. Gollapudi and A. Sharma · 2009
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Structured search result differentiation
Z. Liu, P. Sun, and Y. Chen · 2009
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Recommendation diversification using explanations
C. Yu, L. V. Lakshmanan, and S. Amer-Yahia · 2009
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DivQ: Diversification for keyword search over structured databases
E. Demidova, P. Fankhauser, X. Zhou, and W. Nejdl · 2010
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MNIST handwritten digit database
Yann LeCun and Corinna Cortes · 2010
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Incremental diversification for very large sets: A streaming-based approach
E. Minack, W. Siberski, and W. Nejdl · 2011
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Diverse near neighbor problem
Sofiane Abbar, Sihem Amer-Yahia, Piotr Indyk, Sepideh Mahabadi, and Kasturi R Varadarajan · 2013
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Poikilo: A tool for evaluating the results of diversification models and algorithms
Marina Drosou and Evaggelia Pitoura · 2013
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Diverse set selection over dynamic data
Marina Drosou and Evaggelia Pitoura · 2014
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Fast cover trees
M. Izbicki and C. R. Shelton · 2015
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Gridded population of the world: Basic demographic characteristics
Center For International Earth Science Information Network-CIESIN-Columbia University · 2016
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Diversity in recommender systems–a survey
Matevž Kunaver and Tomaž Požrl · 2017
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On query result diversification
M. R. Vieira, H. L. Razente, M. C. N. Barioni, M. Hadjieleftheriou, D. Srivastava, C. T. Jr., and V. J. Tsotras · 2011
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David P Williamson and David B Shmoys · 2011
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A. Nguyen, J. Clune, Y. Bengio, A. Dosovitskiy, and J. Yosinski · 2017
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CMU faces images
The UCI KDD Archive · 2018
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