Roman A. Polyak - researchr alias

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Viewing Publication 1 - 15 from 15

2015

Lagrangian Transformation and Interior Ellipsoid Methods in Convex OptimizationRoman A. Polyak. jota, 164(3):966-992, 2015. [doi]

2013

Dual fast projected gradient method for quadratic programmingRoman A. Polyak, James Costa, Saba Neyshabouri. ol, 7(4):631-645, 2013. [doi]

2009

Regularized Newton method for unconstrained convex optimizationRoman A. Polyak. mp, 120(1):125-145, 2009. [doi]

On the local quadratic convergence of the primal-dual augmented Lagrangian methodRoman A. Polyak. oms, 24(3):369-379, 2009. [doi]

2008

1.5-Q-superlinear convergence of an exterior-point method for constrained optimizationIgor Griva, Roman A. Polyak. jgo, 40(4):679-695, 2008. [doi]

Primal-dual exterior point method for convex optimizationRoman A. Polyak. oms, 23(1):141-160, 2008. [doi]

2007

Confident Identification of Relevant Objects Based on Nonlinear Rescaling Method and Transductive InferenceShen-Shyang Ho, Roman A. Polyak. icdm 2007: 505-510 [doi]

Support vector machine via nonlinear rescaling methodRoman A. Polyak, Shen-Shyang Ho, Igor Griva. ol, 1(4):367-378, 2007. [doi]

2006

Primal-dual nonlinear rescaling method with dynamic scaling parameter updateIgor Griva, Roman A. Polyak. mp, 106(2):237-259, 2006. [doi]

Nonlinear Rescaling as Interior Quadratic Prox Method in Convex OptimizationRoman A. Polyak. coap, 35(3):347-373, 2006. [doi]

2002

Nonlinear rescaling vs. smoothing technique in convex optimizationRoman A. Polyak. mp, 92(2):197-235, 2002. [doi]

2001

Log-Sigmoid Multipliers Method in Constrained OptimizationRoman A. Polyak. anor, 101(1-4):427-460, 2001. [doi]

1996

Nonlinear rescaling and proximal-like methods in convex optimizationRoman A. Polyak, Marc Teboulle. mp, 76:265-284, 1996.

1994

The convergence of a modified barrier method for convex programmingDavid L. Jensen, Roman A. Polyak. ibmrd, 38(3):307-322, 1994.

1992

Modified barrier functions (theory and methods)Roman A. Polyak. mp, 54:177-222, 1992.

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