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Spatial Smoothing and Hot Spot Detection for CGH data using the Fused Lasso

Spatial Smoothing and Hot Spot Detection for CGH data using the Fused Lasso. Pei Wang Cancer Prevention Research Program, PHS, FHCRC Joint work with Robert Tibshirani , Stanford University, CA. Outline . DNA copy number alterations and Array CGH experiments.

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699 views • 33 slides

An Efficient Algorithm for a Class of Fused Lasso Problems

An Efficient Algorithm for a Class of Fused Lasso Problems. Jun Liu, Lei Yuan, and Jieping Ye Computer Science and Engineering The Biodesign Institute Arizona State University. Sparse Learning for Feature Selection. features. min loss( x ) + penalty( x ). Data points. x.

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219 views • 20 slides

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Fused lasso - PowerPoint PPT Presentation

Spatial Smoothing and Hot Spot Detection for CGH data using the Fused Lasso

An Efficient Algorithm for a Class of Fused Lasso Problems