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TIT
1998
13 years 7 months ago
1998
—Shannon’s determination of the capacity of the linear Gaussian channel has posed a magnificent challenge to succeeding generations of researchers. This paper surveys how this...
TIT
1998
13 years 7 months ago
1998
Abstract— The paper deals with estimating transfer functions of stable linear time-invariant systems under stochastic assumptions. We adopt a nonparametric minimax approach for m...
TIT
1998
13 years 7 months ago
1998
—Page’s test is optimal for detecting a permanent change in distribution, in the sense that it minimizes the worst case average delay to detection given an average distance bet...
TIT
1998
13 years 7 months ago
1998
— This paper reviews two streams of development, from the 1940’s to the present, in signal detection theory: the structure of the likelihood ratio for detecting signals in nois...
TIT
1998
13 years 7 months ago
1998
We show that if the closureof a function class F under the metric induced by some probability distribution is not convex, then the sample complexity for agnostically learning F wi...