scientific article; zbMATH DE number 6982952

zbMath1473.62021MaRDI QIDQ4558522

Colin Pawlowski, Ying Daisy Zhuo, Dimitris J. Bertsimas

Publication date: 22 November 2018

Full work available at URL: http://jmlr.csail.mit.edu/papers/v18/17-073.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

SVMmissing data imputationoptimal decision trees\(K\)-NN

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Compound decision problems in statistical decision theory (62C25) Missing data (62D10)

Related Items (4)

A resample-replace lasso procedure for combining high-dimensional markers with limit of detection ⋮ MIDIA: exploring denoising autoencoders for missing data imputation ⋮ Using Machine Learning for Decreasing State Uncertainty in Planning ⋮ Imputation of clinical covariates in time series

Uses Software

• Amelia
• MICE
• softImpute
• impute
• missForest

Cites Work

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• Least quantile regression via modern optimization
• Support-vector networks
• Coordinate descent algorithms
• 10.1162/15324430260185628
• Multiple imputation of discrete and continuous data by fully conditional specification
• Optimal classification trees

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