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Class-Based Probability Estimation Using a Semantic Hierarchy
Probability Estimation Semantic Hierarchy
2015/8/27
This article concerns the estimation of a particular kind of probability, namely, the probability of a noun sense appearing as a particular argument of a predicate. In order to overcome the accompanyi...
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...
Model-free multiclass conditional probability estimation via quantile regression
interva lestimate multiclass classication probability estimation quantile regression tuning
2012/11/23
Conventional multiclass conditional probability estimation often requires distributional model assumptions such as Fisher's discriminate analysis and logistic regression. In this paper,a model-free es...
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...
NON-LINEAR PROBABILITY ESTIMATION METHOD USED IN HMM FOR MODELING FRAME CORRELATION
NON-LINEAR PROBABILITY ESTIMATION METHOD USED HMM MODELING FRAME CORRELATION
2013/6/27
In this paper we present a novel method to incorporate temporal correlation into a speech recognition system based on HMM. An obvious way to incorporate temporal correlation is to condition the probab...