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Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation
Local Privacy Minimax Bounds Sharp Rates Probability Estimation
2013/6/14
We provide a detailed study of the estimation of probability distributions---discrete and continuous---in a stringent setting in which data is kept private even from the statistician. We give sharp mi...
Structural Failure Probability Estimation Using HDMR and FFT
Structural Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras
2009/1/14
This paper presents a new and alternative method based on High Dimensional Model Representation (HDMR) and Fast Fourier Transform (FFT) to estimate the structural failure probability of structural sys...