conftrace_

quasi-newton method

60 papers

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Also known as

QN

Co-occurring keywords

stochastic optimization (1060) superlinear convergence (24) hessian approximation (41) convex optimization (1321) stochastic gradient descent (1091) bfgs method (5) second-order optimization (93) gradient descent (1144) convergence analysis (395) neural network (6616)

Papers

Quasi-Newton Method: A New Direction JMLR 2013
Fast Probabilistic Optimization from Noisy Gradients ICML 2013
A quasi-Newton proximal splitting method NIPS 2012
Newton-Like Methods for Sparse Inverse Covariance Estimation NIPS 2012
Quasi-Newton Methods for Markov Chain Monte Carlo NIPS 2011
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning JMLR 2010
Erratum: SGDQN is Less Careful than Expected JMLR 2010
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009
Discriminative Batch Mode Active Learning NIPS 2007
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004