Roman A. Polyak

According to our database, Roman A. Polyak authored at least 15 papers between 1992 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Lagrangian Transformation and Interior Ellipsoid Methods in Convex Optimization.

Roman A. Polyak

J. Optim. Theory Appl., 2015

2013

Dual fast projected gradient method for quadratic programming.

Roman A. Polyak, James Costa, Saba Neyshabouri

Optim. Lett., 2013

2009

On the local quadratic convergence of the primal-dual augmented Lagrangian method.

Roman A. Polyak

Optim. Methods Softw., 2009

Regularized Newton method for unconstrained convex optimization.

Roman A. Polyak

Math. Program., 2009

2008

Primal-dual exterior point method for convex optimization.

Roman A. Polyak

Optim. Methods Softw., 2008

1.5-Q-superlinear convergence of an exterior-point method for constrained optimization.

Igor Griva, Roman A. Polyak

J. Glob. Optim., 2008

2007

Support vector machine via nonlinear rescaling method.

Roman A. Polyak, Shen-Shyang Ho, Igor Griva

Optim. Lett., 2007

Confident Identification of Relevant Objects Based on Nonlinear Rescaling Method and Transductive Inference.

Shen-Shyang Ho, Roman A. Polyak

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Primal-dual nonlinear rescaling method with dynamic scaling parameter update.

Igor Griva, Roman A. Polyak

Math. Program., 2006

Nonlinear Rescaling as Interior Quadratic Prox Method in Convex Optimization.

Roman A. Polyak

Comput. Optim. Appl., 2006

2002

Nonlinear rescaling vs. smoothing technique in convex optimization.

Roman A. Polyak

Math. Program., 2002

2001

Log-Sigmoid Multipliers Method in Constrained Optimization.

Roman A. Polyak

Ann. Oper. Res., 2001

1996

Nonlinear rescaling and proximal-like methods in convex optimization.

Roman A. Polyak, Marc Teboulle

Math. Program., 1996

1994

The convergence of a modified barrier method for convex programming.

David L. Jensen, Roman A. Polyak

IBM J. Res. Dev., 1994

1992

Modified barrier functions (theory and methods).

Roman A. Polyak

Math. Program., 1992