3 citations · 3 across the 5 of their papers we have counts for
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cs.LG2013
Sensing-Aware Kernel SVM
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama +1
We propose a novel approach for designing kernels for support vector machines (SVMs) when the class label is linked to the observation through a latent state and the likelihood fun…
stat.ML2013★ 3 cited
An Impossibility Result for High Dimensional Supervised Learning
Mohammad Hossein Rohban, Prakash Ishwar, Birant Orten +2
We study high-dimensional asymptotic performance limits of binary supervised classification problems where the class conditional densities are Gaussian with unknown means and covar…