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Polynomial Learning of Distribution Families

Polynomial Learning of Distribution Families

M. Belkin
Kaushik Sinha
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Papers citing "Polynomial Learning of Distribution Families"

7 / 7 papers shown
Title
Explaining the Success of Nearest Neighbor Methods in Prediction
George H. Chen
Devavrat Shah
OOD
259
146
0
21 Feb 2025
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination
Ilias Diakonikolas
Giannis Iakovidis
D. Kane
Thanasis Pittas
140
0
0
20 Feb 2025
On the Local Structure of Stable Clustering Instances
On the Local Structure of Stable Clustering Instances
Vincent Cohen-Addad
Chris Schwiegelshohn
102
48
0
29 Jan 2017
A Two-round Variant of EM for Gaussian Mixtures
A Two-round Variant of EM for Gaussian Mixtures
S. Dasgupta
Leonard J. Schulman
90
166
0
16 Jan 2013
Settling the Polynomial Learnability of Mixtures of Gaussians
Settling the Polynomial Learnability of Mixtures of Gaussians
Ankur Moitra
Gregory Valiant
127
341
0
23 Apr 2010
Learning Mixtures of Gaussians using the k-means Algorithm
Learning Mixtures of Gaussians using the k-means Algorithm
Kamalika Chaudhuri
S. Dasgupta
Andrea Vattani
125
35
0
01 Dec 2009
Isotropic PCA and Affine-Invariant Clustering
Isotropic PCA and Affine-Invariant Clustering
Charles Brubaker
Santosh Vempala
124
150
0
22 Apr 2008