147 citations · 246 across the 9 of their papers we have counts for
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math.PR2001★ 2 cited
Harmonic mean, random polynomials and stochastic matrices
Natalia Komarova, Igor Rivin
Motivated by a problem in learning theory, we are led to study the dominant eigenvalue of a class of random matrices. This turns out to be related to the roots of the derivative of…
math.PR2001★ 5 cited
Mathematics of learning
Natalia Komarova, Igor Rivin
We study the convergence properties of a pair of learning algorithms (learning with and without memory). This leads us to study the dominant eigenvalue of a class of random matrice…