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SODA
1993
ACM
107views Algorithms» more  SODA 1993»
13 years 6 months ago
Chernoff-Hoeffding Bounds for Applications with Limited Independence
Jeanette P. Schmidt, Alan Siegel, Aravind Srinivas...
APPROX
2010
Springer
213views Algorithms» more  APPROX 2010»
13 years 7 months ago
Constructive Proofs of Concentration Bounds
We give a simple combinatorial proof of the Chernoff-Hoeffding concentration bound [Che52, Hoe63], which says that the sum of independent {0, 1}-valued random variables is highly ...
Russell Impagliazzo, Valentine Kabanets
KDD
1998
ACM
145views Data Mining» more  KDD 1998»
13 years 9 months ago
Coincidence Detection: A Fast Method for Discovering Higher-Order Correlations in Multidimensional Data
Wepresent a novel, fast methodfor associationminingill high-dimensionaldatasets. OurCoincidence Detection method, which combines random sampling and Chernoff-Hoeffding bounds with...
Evan W. Steeg, Derek A. Robinson, Ed Willis
ECRTS
2003
IEEE
13 years 11 months ago
A Synthetic Utilization Bound for Aperiodic Tasks with Resource Requirements
Utilization bounds for schedulability of aperiodic tasks are new in real-time scheduling literature. All aperiodic bounds known to date apply only to independent tasks. They eithe...
Tarek F. Abdelzaher, Vivek Sharma
STOC
2007
ACM
101views Algorithms» more  STOC 2007»
14 years 5 months ago
The price of privacy and the limits of LP decoding
This work is at the intersection of two lines of research. One line, initiated by Dinur and Nissim, investigates the price, in accuracy, of protecting privacy in a statistical dat...
Cynthia Dwork, Frank McSherry, Kunal Talwar