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cs.DS2020★ 11 cited
On the mixing time of coordinate Hit-and-Run
Hariharan Narayanan, Piyush Srivastava
We obtain a polynomial upper bound on the mixing time of the coordinate Hit-and-Run random walk on an dimensional convex body, where is the number of…
cs.DS2020
A Fourier analytique approach to Gaussian mixture learning
Somnath Chakraborty, Hariharan Narayanan
Suppose that we are given independent, identically distributed random samples from a mixture at most many -dimensional spherical Gaussian distributions $μ_1…