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Ilias Diakonikolas

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Differentially Private Identity and Closeness Testing of Discrete Distributions

Jul 18, 2017
Maryam Aliakbarpour, Ilias Diakonikolas, Ronitt Rubinfeld

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Learning Geometric Concepts with Nasty Noise

Jul 05, 2017
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

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Learning Multivariate Log-concave Distributions

Jun 05, 2017
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

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Statistical Query Lower Bounds for Robust Estimation of High-dimensional Gaussians and Gaussian Mixtures

May 17, 2017
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

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Near-Optimal Closeness Testing of Discrete Histogram Distributions

Mar 06, 2017
Ilias Diakonikolas, Daniel M. Kane, Vladimir Nikishkin

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Testing Bayesian Networks

Dec 09, 2016
Clement Canonne, Ilias Diakonikolas, Daniel Kane, Alistair Stewart

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Collision-based Testers are Optimal for Uniformity and Closeness

Nov 11, 2016
Ilias Diakonikolas, Themis Gouleakis, John Peebles, Eric Price

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Fast Algorithms for Segmented Regression

Jul 14, 2016
Jayadev Acharya, Ilias Diakonikolas, Jerry Li, Ludwig Schmidt

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The Fourier Transform of Poisson Multinomial Distributions and its Algorithmic Applications

Jun 22, 2016
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

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Efficient Robust Proper Learning of Log-concave Distributions

Jun 09, 2016
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

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