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20152025
most citedAdaptively Robust and Sparse K-means Clustering

2 citations · 4 across the 5 of their papers we have counts for

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math.ST2015★ 1 cited

Sparse and Robust Linear Regression: An Optimization Algorithm and Its Statistical Properties

Shota Katayama, Hironori Fujisawa

This paper studies sparse linear regression analysis with outliers in the responses. A parameter vector for modeling outliers is added to the standard linear regression model and t…