Katya Scheinberg

List of publications from the DBLP Bibliography Server - FAQ

2008

6 EE Andrew R. Conn, Katya Scheinberg, Luís N. Vicente: Geometry of interpolation sets in derivative free optimization. Math. Program. 111(1-2): 141-172 (2008)

2006

5 EE Katya Scheinberg: An Efficient Implementation of an Active Set Method for SVMs. Journal of Machine Learning Research 7: 2237-2257 (2006)

2001

4 EE Shai Fine, Katya Scheinberg: Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM. NIPS 2001: 705-711

3 EE Shai Fine, Katya Scheinberg: Efficient SVM Training Using Low-Rank Kernel Representations. Journal of Machine Learning Research 2: 243-264 (2001)

1997

2 Andrew R. Conn, Katya Scheinberg, Philippe L. Toint: Recent progress in unconstrained nonlinear optimization without derivatives. Math. Program. 79: 397-414 (1997)

1996

1 Arkadii Nemirovskii, Katya Scheinberg: Extension of Karmarkar's algorithm onto convex quadratically constrained quadratic problems. Math. Program. 72: 273-289 (1996)

2008
6	EE	Andrew R. Conn, Katya Scheinberg, Luís N. Vicente: Geometry of interpolation sets in derivative free optimization. Math. Program. 111(1-2): 141-172 (2008)
2006
5	EE	Katya Scheinberg: An Efficient Implementation of an Active Set Method for SVMs. Journal of Machine Learning Research 7: 2237-2257 (2006)
2001
4	EE	Shai Fine, Katya Scheinberg: Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM. NIPS 2001: 705-711
3	EE	Shai Fine, Katya Scheinberg: Efficient SVM Training Using Low-Rank Kernel Representations. Journal of Machine Learning Research 2: 243-264 (2001)
1997
2		Andrew R. Conn, Katya Scheinberg, Philippe L. Toint: Recent progress in unconstrained nonlinear optimization without derivatives. Math. Program. 79: 397-414 (1997)
1996
1		Arkadii Nemirovskii, Katya Scheinberg: Extension of Karmarkar's algorithm onto convex quadratically constrained quadratic problems. Math. Program. 72: 273-289 (1996)

Coauthor Index