2009 | ||
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46 | Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos: Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification. ASONAM 2009: 66-71 | |
45 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas: An improved approximation algorithm for the column subset selection problem. SODA 2009: 968-977 | |
44 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney: Sampling Algorithms and Coresets for $\ellp Regression. SIAM J. Comput. 38(5): 2060-2078 (2009) | |
2008 | ||
43 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas: Unsupervised feature selection for principal components analysis. KDD 2008: 61-69 | |
42 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney: Sampling algorithms and coresets for ℓp regression. SODA 2008: 932-941 | |
41 | Christos Boutsidis, Michael W. Mahoney, Petros Drineas: An Improved Approximation Algorithm for the Column Subset Selection Problem CoRR abs/0812.4293: (2008) | |
40 | Christos Boutsidis, Petros Drineas: Random Projections for the Nonnegative Least-Squares Problem CoRR abs/0812.4547: (2008) | |
39 | Petros Drineas, Ravi Kannan, Michael W. Mahoney: Sampling subproblems of heterogeneous Max-Cut problems and approximation algorithms. Random Struct. Algorithms 32(3): 307-333 (2008) | |
2007 | ||
38 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Vanja Josifovski, Michael W. Mahoney: Feature selection methods for text classification. KDD 2007: 230-239 | |
37 | Haralampos-G. D. Stratigopoulos, Petros Drineas, Mustapha Slamani, Yiorgos Makris: Non-RF to RF Test Correlation Using Learning Machines: A Case Study. VTS 2007: 9-14 | |
36 | Anirban Dasgupta, Petros Drineas, Boulos Harb, Ravi Kumar, Michael W. Mahoney: Sampling Algorithms and Coresets for Lp Regression CoRR abs/0707.1714: (2007) | |
35 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan: Relative-Error CUR Matrix Decompositions CoRR abs/0708.3696: (2007) | |
34 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan, Tamás Sarlós: Faster Least Squares Approximation CoRR abs/0710.1435: (2007) | |
2006 | ||
33 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan: Subspace Sampling and Relative-Error Matrix Approximation: Column-Based Methods. APPROX-RANDOM 2006: 316-326 | |
32 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan: Subspace Sampling and Relative-Error Matrix Approximation: Column-Row-Based Methods. ESA 2006: 304-314 | |
31 | Michael W. Mahoney, Mauro Maggioni, Petros Drineas: Tensor-CUR decompositions for tensor-based data. KDD 2006: 327-336 | |
30 | Petros Drineas, Michael W. Mahoney, S. Muthukrishnan: Sampling algorithms for l2 regression and applications. SODA 2006: 1127-1136 | |
29 | Petros Drineas, Michael W. Mahoney: Randomized Algorithms for Matrices and Massive Data Sets. VLDB 2006: 1269 | |
28 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: Entropy-driven parity-tree selection for low-overhead concurrent error detection in finite state machines. IEEE Trans. on CAD of Integrated Circuits and Systems 25(8): 1547-1554 (2006) | |
27 | Petros Drineas, Ravi Kannan, Michael W. Mahoney: Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication. SIAM J. Comput. 36(1): 132-157 (2006) | |
26 | Petros Drineas, Ravi Kannan, Michael W. Mahoney: Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix. SIAM J. Comput. 36(1): 158-183 (2006) | |
25 | Petros Drineas, Ravi Kannan, Michael W. Mahoney: Fast Monte Carlo Algorithms for Matrices III: Computing a Compressed Approximate Matrix Decomposition. SIAM J. Comput. 36(1): 184-206 (2006) | |
2005 | ||
24 | Petros Drineas, Michael W. Mahoney: Approximating a Gram Matrix for Improved Kernel-Based Learning. COLT 2005: 323-337 | |
23 | Daniel Freedman, Petros Drineas: Energy Minimization via Graph Cuts: Settling What is Possible. CVPR (2) 2005: 939-946 | |
22 | Petros Drineas, Ravi Kannan, Michael W. Mahoney: Sampling Sub-problems of Heterogeneous Max-cut Problems and Approximation Algorithms. STACS 2005: 57-68 | |
21 | Petros Drineas, Michael W. Mahoney: On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning. Journal of Machine Learning Research 6: 2153-2175 (2005) | |
20 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: Compaction-based concurrent error detection for digital circuits. Microelectronics Journal 36(9): 856-862 (2005) | |
2004 | ||
19 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: On Concurrent Error Detection with Bounded Latency in FSMs. DATE 2004: 596-603 | |
18 | Petros Drineas, Mukkai S. Krishnamoorthy, Michael D. Sofka, Bülent Yener: Studying E-Mail Graphs for Intelligence Monitoring and Analysis in the Absence of Semantic Information. ISI 2004: 297-306 | |
17 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: Concurrent Error Detection for Combinational and Sequential Logic via Output Compaction. ISQED 2004: 459-464 | |
16 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: Cost-Driven Selection of Parity Trees. VTS 2004: 319-324 | |
15 | Petros Drineas, Alan M. Frieze, Ravi Kannan, Santosh Vempala, V. Vinay: Clustering Large Graphs via the Singular Value Decomposition. Machine Learning 56(1-3): 9-33 (2004) | |
14 | Karhan Akcoglu, Petros Drineas, Ming-Yang Kao: Fast Universalization of Investment Strategies. SIAM J. Comput. 34(1): 1-22 (2004) | |
2003 | ||
13 | Petros Drineas, Yiorgos Makris: Non-Intrusive Concurrent Error Detection in FSMs through State/Output Compaction and Monitoring via Parity Trees. DATE 2003: 11164-11167 | |
12 | Petros Drineas, Yiorgos Makris: Independent Test Sequence Compaction through Integer Programming. ICCD 2003: 380-386 | |
11 | Sobeeh Almukhaizim, Petros Drineas, Yiorgos Makris: On Compaction-Based Concurrent Error Detection. IOLTS 2003: 157 | |
10 | Petros Drineas, Yiorgos Makris: Concurrent Fault Detection in Random Combinational Logic. ISQED 2003: 425-430 | |
9 | Petros Drineas, Ravi Kannan: Pass efficient algorithms for approximating large matrices. SODA 2003: 223-232 | |
8 | Petros Drineas, Yiorgos Makris: SPaRe: Selective Partial Replication for Concurrent Fault Detection in FSMs. VLSI Design 2003: 167- | |
2002 | ||
7 | Petros Drineas, Yiorgos Makris: Non-Intrusive Design of Concurrently Self-Testable FSMs. Asian Test Symposium 2002: 33- | |
6 | Karhan Akcoglu, Petros Drineas, Ming-Yang Kao: Fast Universalization of Investment Strategies with Provably Good Relative Returns. ICALP 2002: 888-900 | |
5 | Petros Drineas, Iordanis Kerenidis, Prabhakar Raghavan: Competitive recommendation systems. STOC 2002: 82-90 | |
4 | Karhan Akcoglu, Petros Drineas, Ming-Yang Kao: Fast Universalization of Investment Strategies with Provably Good Relative Returns CoRR cs.CE/0204019: (2002) | |
2001 | ||
3 | Petros Drineas, Ravi Kannan: Fast Monte-Carlo Algorithms for Approximate Matrix Multiplication. FOCS 2001: 452-459 | |
2 | Petros Drineas, Eleni Drinea, Patrick S. Huggins: An Experimental Evaluation of a Monte-Carlo Algorithm for Singular Value Decomposition. Panhellenic Conference on Informatics 2001: 279-296 | |
1999 | ||
1 | Petros Drineas, Alan M. Frieze, Ravi Kannan, Santosh Vempala, V. Vinay: Clustering in Large Graphs and Matrices. SODA 1999: 291-299 |