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Learning Loopy Graphical Models with Latent Variables: Efficient Methods and Guarantees

Statistics – Machine Learning
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Learning mixed graphical models from data with p larger than n

Statistics – Methodology
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Learning networks from high dimensional binary data: An application to genomic instability data

Statistics – Methodology
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Learning Nonlinear Functions Using Regularized Greedy Forest

Statistics – Machine Learning
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Learning object shapes from examples

Statistics – Applications
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Learning Planar Ising Models

Statistics – Machine Learning
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Learning Sets with Separating Kernels

Statistics – Machine Learning
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Learning sparse gradients for variable selection and dimension reduction

Statistics – Machine Learning
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Learning the Structure of Deep Sparse Graphical Models

Statistics – Machine Learning
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Learning with Structured Sparsity

Statistics – Methodology
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Least Absolute Gradient Selector: Statistical Regression via Pseudo-Hard Thresholding

Statistics – Machine Learning
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Least angle and $\ell_1$ penalized regression: A review

Statistics – Methodology
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Least square spline decomposition in time-frequency analysis of weather radar signals

Statistics – Applications
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Least Squares and Shrinkage Estimation under Bimonotonicity Constraints

Statistics – Computation
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Least Squares estimation of two ordered monotone regression curves

Statistics – Methodology
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Least squares inversion of self-potential (SP) data and application to the shallow flow of ground water in sinkholes

Statistics – Computation
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Least-Squares Independence Regression for Non-Linear Causal Inference under Non-Gaussian Noise

Statistics – Machine Learning
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Least-Squares Joint Diagonalization of a matrix set by a congruence transformation

Statistics – Computation
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Lectures from the European RTN Winter School on Strings, Supergravity and Gauge Fields, CERN, 15 19 January 2007

Statistics – Computation
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Lectures from the European RTN Winter School on Strings, Supergravity and Gauge Theories, CERN, 16 20 January, 2006

Statistics – Computation
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