3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.DS2020★ 3 cited
Robustly Learning Mixtures of Arbitrary Gaussians
Ainesh Bakshi, Ilias Diakonikolas, He Jia +3
We give a polynomial-time algorithm for the problem of robustly estimating a mixture of arbitrary Gaussians in , for any fixed , in the presence of a constant…
cs.LG2013
Efficient Density Estimation via Piecewise Polynomial Approximation
Siu-On Chan, Ilias Diakonikolas, Rocco A. Servedio +1
We give a highly efficient "semi-agnostic" algorithm for learning univariate probability distributions that are well approximated by piecewise polynomial density functions. Let …