Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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30 results for Katya Scheinberg

Global convergence of general derivative-free trust-region algorithms to first- and second-order critical points
- - Andrew R. Conn
  - Katya Scheinberg
  - et al.
- 2009
- SIAM Journal on Optimization
Geometry of sample sets in derivative-free optimization: Polynomial regression and underdetermined interpolation
- - Andrew R. Conn
  - Katya Scheinberg
  - et al.
- 2008
- IMA Journal of Numerical Analysis
Numerically stable LDL^T factorizations in interior point methods for convex quadratic programming
- - D. Goldfarb
  - K. Scheinberg
- 2008
- IMA Journal of Numerical Analysis
Geometry of interpolation sets in derivative free optimization
- - A.R. Conn
  - K. Scheinberg
  - et al.
- 2006
- Mathematical Programming
An efficient implementation of an active set method for SVMs
- - Katya Scheinberg
- 2006
- JMLR
Product-form Cholesky factorization in interior point methods for second-order cone programming
- - Donald Goldfarb
  - K. Scheinberg
- 2004
- Mathematical Programming
A product-form Cholesky factorization method for handling dense columns in interior point methods for linear programming
- - Donald Goldfarb
  - K. Scheinberg
- 2004
- Mathematical Programming
Modified barrier-augmented Lagrangian method for constrained minimization
- - Donald Goldfarb
  - R. Polyak
  - et al.
- 1999
- COAP
On parametric semidefinite programming
- - Donald Goldfarb
  - K. Scheinberg
- 1999
- Applied Numerical Mathematics
Interior point trajectories in semidefinite programming
- - Donald Goldfarb
  - K. Scheinberg
- 1998
- SIAM Journal on Optimization