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Publications of Author

1. Shai Fine, Katya Scheinberg
   Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM. [Citation Graph (0, 0)][DBLP]
   NIPS, 2001, pp:705-711 [Conf]
   
2. Shai Fine, Katya Scheinberg
   Efficient SVM Training Using Low-Rank Kernel Representations. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2001, v:2, n:, pp:243-264 [Journal]
   
3. Katya Scheinberg
   An Efficient Implementation of an Active Set Method for SVMs. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2006, v:7, n:, pp:2237-2257 [Journal]
   
4. Andrew R. Conn, Katya Scheinberg, Philippe L. Toint
   Recent progress in unconstrained nonlinear optimization without derivatives. [Citation Graph (0, 0)][DBLP]
   Math. Program., 1997, v:79, n:, pp:397-414 [Journal]
   
5. Arkadii Nemirovskii, Katya Scheinberg
   Extension of Karmarkar's algorithm onto convex quadratically constrained quadratic problems. [Citation Graph (0, 0)][DBLP]
   Math. Program., 1996, v:72, n:, pp:273-289 [Journal]
   
6. Andrew R. Conn, Katya Scheinberg, Luís N. Vicente
   Geometry of interpolation sets in derivative free optimization. [Citation Graph (0, 0)][DBLP]
   Math. Program., 2008, v:111, n:1-2, pp:141-172 [Journal]
   
7. 
   Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent Approach. [Citation Graph (, )][DBLP]
   
   
8. 
   Map approach to learning sparse Gaussian Markov networks. [Citation Graph (, )][DBLP]