Orthant-wise limited-memory quasi-Newton

Results: 6



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1

A Modified Orthant-Wise Limited Memory Quasi-Newton Method Supplementary Material for “A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis” A. BFGS and L-BFGS For self-containedness,

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Source URL: proceedings.mlr.press

Language: English - Date: 2017-05-06 17:27:03
    2Limited-memory BFGS / BroydenFletcherGoldfarbShanno algorithm / Constructible universe / Quasi-Newton method

    A Modified Orthant-Wise Limited Memory Quasi-Newton Method Supplementary Material for “A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis” A. BFGS and L-BFGS For self-containedness,

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    Source URL: jmlr.org

    Language: English - Date: 2015-09-16 19:38:45
    3Limited-memory BFGS / BFGS method / Quasi-Newton method / Gradient descent / Orthant-wise limited-memory quasi-Newton / Wolfe conditions / Convex optimization / Hessian matrix / Subderivative / Numerical analysis / Mathematical analysis / Mathematical optimization

    Journal of Machine Learning Research–57 Submitted 11/08; Revised 11/09; Published -/10 A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning

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    Source URL: www.stat.purdue.edu

    Language: English - Date: 2010-03-07 22:04:30
    4Econometrics / Mathematical optimization / Least squares / Interior point method / Linear regression / Gradient descent / Sparse approximation / Orthant-wise limited-memory quasi-Newton / Statistics / Numerical analysis / Regression analysis

    MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Greedy Sparsity-Constrained Optimization Bahmani, S.; Raj, B.; Boufounos, P.T.

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    Source URL: www.merl.com

    Language: English - Date: 2013-07-15 07:04:10
    5Operations research / Linear algebra / Limited-memory BFGS / Orthant-wise limited-memory quasi-Newton / Quasi-Newton method / BFGS method / Mathematical optimization / Gradient descent / Hessian matrix / Mathematics / Algebra / Numerical analysis

    Scalable Training of L1 -Regularized Log-Linear Models Galen Andrew Jianfeng Gao Microsoft Research, One Microsoft Way, Redmond, WA[removed]USA

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    Source URL: www.machinelearning.org

    Language: English - Date: 2008-12-01 11:25:19
    6Learning / Artificial intelligence / Regularization / Limited-memory BFGS / Support vector machine / Solid modeling / Hinge loss / Orthant-wise limited-memory quasi-Newton / Machine learning / Statistics / Statistical classification

    L1 AND L2 REGULARIZATION FOR MULTICLASS HINGE LOSS MODELS Robert C. Moore and John DeNero Google Research

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    Source URL: www.ttic.edu

    Language: English - Date: 2013-09-11 11:03:38
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