Gradient descent

Results: 277



#Item
231Operations 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
232Support vector machine / Learning / Cross-validation / Stochastic gradient descent / Kernel methods / Supervised learning / Statistics / Machine learning / Statistical classification

SVM Optimization: Inverse Dependence on Training Set Size Shai Shalev-Shwartz Nathan Srebro Toyota Technological Institute at Chicago, 1427 East 60th Street, Chicago IL 60637, USA

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-23 03:15:52
233Cybernetics / Computational neuroscience / Artificial intelligence / Computational statistics / Artificial neural network / Supervised learning / Learning to rank / Perceptron / Pattern recognition / Neural networks / Machine learning / Statistics

Learning to Rank using Gradient Descent Chris Burges Tal Shaked∗ Erin Renshaw Microsoft Research, One Microsoft Way, Redmond, WA[removed]

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:31
234Supervised learning / Regularization / Pattern recognition / Neural network / Support vector machine / Stochastic gradient descent / Statistical classification / Perceptron / Boosting / Statistics / Machine learning / Artificial intelligence

IEMS 490 Introduction to Machine Learning Mo-Wed: 11-12:20, Tech MG28 Professor: Jorge Nocedal,

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Source URL: users.eecs.northwestern.edu

Language: English - Date: 2014-04-16 11:12:03
235Conjugate gradient method / Preconditioner / Sparse matrix / Gradient method / Matrix / Geodesy / Partial differential equation / Nonlinear conjugate gradient method / Gradient descent / Numerical analysis / Numerical linear algebra / Mathematics

NOAA Technical Report NOS 82 NGS 1 3 Feasibility Study of the Conjugate Gradient Method for Solving Large Sparse Equation Sets

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Source URL: www.ngs.noaa.gov

Language: English - Date: 2011-02-09 15:19:12
236Mathematical analysis / Convex analysis / Convex optimization / Linear programming / Convex function / Ellipsoid method / Gradient descent / Frank–Wolfe algorithm / Quadratic programming / Mathematical optimization / Numerical analysis / Operations research

Projection-free Online Learning Elad Hazan Technion - Israel Inst. of Tech. [removed]

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:44
237Stochastic gradient descent / Stochastic optimization / Statistics

NIPS workshop 2011 Optimization Challenge Average Stochastic Gradient Descent for Autoencoder Sixin Zhang, Clément Farabet, Marco Scoffier,

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Source URL: pub.clement.farabet.net

Language: English - Date: 2013-07-18 17:55:37
238Stochastic optimization / Convex analysis / Operations research / Convex optimization / Stochastic gradient descent / Stochastic approximation / Gradient descent / Convex function / Subgradient method / Mathematical optimization / Mathematical analysis / Numerical analysis

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin University of Pennsylvania

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:54
239

Artificial Intelligence Gradient Descent soulchild Gradient Descent

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Source URL: speakerd.s3.amazonaws.com

- Date: 2014-07-23 07:53:40
    240Convex analysis / Convex optimization / Duality / Convex function / Calculus of variations / Gradient descent / Mathematical optimization / Mathematical analysis / Numerical analysis

    @let@token Convex Optimization on Large-Scale Domains Given by Linear Minimization Oracles

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    Source URL: www.kcl.ac.uk

    Language: English - Date: 2014-06-12 07:17:48
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