Publications
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2010. Random sampling for estimating the performance of fast summations. Technical Reports of the Computer Science Department.
1997. Improved approximations for edge-disjoint paths, unsplittable flow, and related routing problems. , 38th Annual Symposium on Foundations of Computer Science, 1997. Proceedings. :416-425.
2010. Fast matrix-vector product based fgmres for kernel machines. Copper Mountain Conference on Iterative Methods. 2
2011. Local Balancing Influences Global Structure in Social Networks. Proceedings of the National Academy of SciencesPNAS. 108(5):1751-1752.
1999. A survey of the role of multicommodity flow and randomization in network design and routing. American Mathematical Society, Series in Discrete Mathematics and Theoretical Computer Science. 43:271-302.
2008. Improved algorithmic versions of the Lovász Local Lemma. Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms. :611-620.
2001. Distributions on level-sets with applications to approximation algorithms. 42nd IEEE Symposium on Foundations of Computer Science, 2001. Proceedings. :588-597.
2007. Approximation algorithms for stochastic and risk-averse optimization. Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms. :1305-1313.
1999. Improved Approximation Guarantees for Packing and Covering Integer Programs. SIAM Journal on Computing. 29(2):648-648.
2010. Efficient kriging for real-time spatio-temporal interpolation. Proceedings of the 20 th Conference on Probability and Statistics in the Atmospheric Sciences. :228-235.
2008. A note on the distribution of the number of prime factors of the integers. Information Processing Letters. 109(2):133-135.
2010. Partial least squares on graphical processor for efficient pattern recognition. Technical Reports of the Computer Science Department.
1996. An extension of the Lovász Local Lemma, and its applications to integer programming. Proceedings of the seventh annual ACM-SIAM symposium on Discrete algorithms. :6-15.
1995. Improved approximation guarantees for packing and covering integer programs. DIMACS Technical Report.
2010. GPUML: Graphical processors for speeding up kernel machines. Workshop on High Performance Analytics-Algorithms, Implementations, and Applications.
2000. Low-discrepancy sets for high-dimensional rectangles: a survey. Bulletin of the EATCS. 70:67-76.
1997. Improving the discrepancy bound for sparse matrices: better approximations for sparse lattice approximation problems. Proceedings of the eighth annual ACM-SIAM symposium on Discrete algorithms. :692-701.
2003. On the approximability of clique and related maximization problems. Journal of Computer and System Sciences. 67(3):633-651.
1991. Efficient algorithms for the minimum weighted dominating clique problem on permutation graphs. Theoretical Computer Science. 91(1):1-21.
2011. A partial least squares framework for speaker recognition. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. :5276-5279.
2000. The value of strong inapproximability results for clique. Proceedings of the thirty-second annual ACM symposium on Theory of computing. :144-152.
1999. Approximation algorithms via randomized rounding: a survey. Lectures on Approximation and Randomized Algorithms (M. Karonski and HJ Promel, editors), Series in Advanced Topics in Mathematics, Polish Scientific Publishers PWN. :9-71.
2007. Randomized Algorithms and Probabilistic Analysis in Wireless Networking. Stochastic Algorithms: Foundations and ApplicationsStochastic Algorithms: Foundations and Applications. 4665:54-57.