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Stochastic optimization / Quasi-Newton method / Gradient descent / Stochastic gradient descent / BFGS method / Limited-memory BFGS / Stochastic approximation / Hessian matrix / Perceptron / Numerical analysis / Mathematical optimization / Mathematical analysis
Date: 2014-12-13 10:45:07
Stochastic optimization
Quasi-Newton method
Gradient descent
Stochastic gradient descent
BFGS method
Limited-memory BFGS
Stochastic approximation
Hessian matrix
Perceptron
Numerical analysis
Mathematical optimization
Mathematical analysis

Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods Jascha Sohl-Dickstein, Ben Poole, Surya Ganguli Stanford University {jascha,benpoole,sganguli}@stanford.edu

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