GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

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Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions.

P2860

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GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

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2016 nî lūn-bûn

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2016年の論文

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@yue

2016年論文

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2016年論文

@zh-hk

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@zh-mo

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@zh-tw

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name

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

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type

Item

label

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

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prefLabel

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

@en

P1476

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

@en

P2093

Hongcheng Liu

http://www.w3.org/2001/XMLSchema#string

Tao Yao

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CALIBRATING NON-CONVEX PENALIZED REGRESSION IN ULTRA-HIGH DIMENSION.

Feature Screening via Distance Correlation Learning

SparseNet: Coordinate Descent With Nonconvex Penalties

Non-Concave Penalized Likelihood with NP-Dimensionality.

One-step Sparse Estimates in Nonconcave Penalized Likelihood Models.

Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications.

COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION.

OPTIMAL COMPUTATIONAL AND STATISTICAL RATES OF CONVERGENCE FOR SPARSE NONCONVEX LEARNING PROBLEMS.

STRONG ORACLE OPTIMALITY OF FOLDED CONCAVE PENALIZED ESTIMATION.

Variable Selection using MM Algorithms.

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629-659

http://www.w3.org/2001/XMLSchema#string

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scholarly article

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10.1214/15-AOS1380

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P433

http://www.w3.org/2001/XMLSchema#string

P478

http://www.w3.org/2001/XMLSchema#string

P50

Runze Li

P577

2016-04-01T00:00:00Z

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P698

27141126

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P818

1603.07531

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P932

4851172

http://www.w3.org/2001/XMLSchema#string

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

about

P2860

P2860

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING.

description

name

type

label

prefLabel

P1433

P1476

P2093

P2860

P304

P31

P356

P433

P478

P50

P577

P698

P818

P932

P356

P1433

P1476

P2093

P2860

P304

P31

P356

P433

P478

P50

P577

P698

P818

P932