Publications & Preprints
Finding approximately rank-one submatrices with the nuclear norm and $\ell_1$ norm. SIAM J. Optimiz., 23, 2502-2540.
. (2013). Fast Wavelet Transforms for Matrices Arising from Boundary Element Methods. Cornell Theory Center, Cornell University.
. (1994). Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization. IEEE Trans. Pattern Analysis and Machine Intelligence, 36, 698-714.
. (2013). Extreme point inequalities and geometry of the rank sparsity ball. Mathematical Programming, 152, 521–544. Aug. doi:10.1007/s10107-014-0795-8
. (2015). . (1989). Exponential lower bounds for finding Brouwer fixed points. In Proceedings 28th Symposium on Foundations of Computer Science (p. 401–-410). IEEE Computer Society Press.
. (1987). . (2012).
Density graphs and separators. In Proc. SIAM-ACM Symposium on Discrete Algorithms.
. (1991). . (2013). . (2014).
Convex Optimization. In Algorithms and Theory of Computation Handbook. CRC Press.
. (1999). . (2006). . (1995). A condition number analysis of an algorithm for solving a system of polynomial equations with one degree of freedom. SIAM J. Sci. Comput., 33, 433-454.
. (2011). . (2007). A Condition Number Analysis of a Line-Surface Intersection Algorithm. SIAM J. Sci. Comput., 30, 1064-1081.
. (2008). Computational complexity of decomposing a symmetric matrix as a sum of positive semidefinite and diagonal matrices. Foundations of Computational Mathematics, 2023, 1-47. Retrieved from https://arxiv.org/abs/2209.05678
. (2023). On the Complexity of Robust PCA and l1-Norm Low-Rank Matrix Approximation. Mathematics of Operations Research, 43, 1072-1084.
. (2018). . (2009). Complexity issues in global optimization: A survey. In Handbook for Global Optimization. Kluwer Academic Publishers.
. (1993).