50 citations · 71 across the 3 of their papers we have counts for
3 papers
cs.LG2012★ 21 cited
Almost-everywhere algorithmic stability and generalization error
Samuel Kutin, Partha Niyogi
We explore in some detail the notion of algorithmic stability as a viable framework for analyzing the generalization error of learning algorithms. We introduce the new notion of tr…
cs.CL2003★ 50 cited
Measuring the Functional Load of Phonological Contrasts
Dinoj Surendran, Partha Niyogi
Frequency counts are a measure of how much use a language makes of a linguistic unit, such as a phoneme or word. However, what is often important is not the units themselves, but t…
cmp-lg1995
A Note on Zipf's Law, Natural Languages, and Noncoding DNA regions
Partha Niyogi, Robert C. Berwick
In Phys. Rev. Letters (73:2, 5 Dec. 94), Mantegna et al. conclude on the basis of Zipf rank frequency data that noncoding DNA sequence regions are more like natural languages than…