Roman A. Polyak

Publication Activity (10 Years)

Years Active: 1992-2015
Publications (10 Years): 1

Top Topics

Convex Optimization

Convergence Speed

Gradient Method

Top Venues

J. Optim. Theory Appl.

Publications

Roman A. Polyak
Lagrangian Transformation and Interior Ellipsoid Methods in Convex Optimization. J. Optim. Theory Appl. 164 (3) (2015)
Roman A. Polyak, James Costa, Saba Neyshabouri
Dual fast projected gradient method for quadratic programming. Optim. Lett. 7 (4) (2013)
Roman A. Polyak
Regularized Newton method for unconstrained convex optimization. Math. Program. 120 (1) (2009)
Roman A. Polyak
On the local quadratic convergence of the primal-dual augmented Lagrangian method. Optim. Methods Softw. 24 (3) (2009)
Roman A. Polyak
Primal-dual exterior point method for convex optimization. Optim. Methods Softw. 23 (1) (2008)
Igor Griva, Roman A. Polyak
1.5-Q-superlinear convergence of an exterior-point method for constrained optimization. J. Glob. Optim. 40 (4) (2008)
Roman A. Polyak, Shen-Shyang Ho, Igor Griva
Support vector machine via nonlinear rescaling method. Optim. Lett. 1 (4) (2007)
Shen-Shyang Ho, Roman A. Polyak
Confident Identification of Relevant Objects Based on Nonlinear Rescaling Method and Transductive Inference. ICDM (2007)
Roman A. Polyak
Nonlinear Rescaling as Interior Quadratic Prox Method in Convex Optimization. Comput. Optim. Appl. 35 (3) (2006)
Igor Griva, Roman A. Polyak
Primal-dual nonlinear rescaling method with dynamic scaling parameter update. Math. Program. 106 (2) (2006)
Roman A. Polyak
Nonlinear rescaling vs. smoothing technique in convex optimization. Math. Program. 92 (2) (2002)
Roman A. Polyak
Log-Sigmoid Multipliers Method in Constrained Optimization. Ann. Oper. Res. 101 (1-4) (2001)
Roman A. Polyak, Marc Teboulle
Nonlinear rescaling and proximal-like methods in convex optimization. Math. Program. 76 (1996)
David L. Jensen, Roman A. Polyak
The convergence of a modified barrier method for convex programming. IBM J. Res. Dev. 38 (3) (1994)
Roman A. Polyak
Modified barrier functions (theory and methods). Math. Program. 54 (1992)