Ilias Diakonikolas
TitleCited byYear
Robust Estimators in High-Dimensions Without the Computational Intractability
I Diakonikolas, G Kamath, D Kane, J Li, A Moitra, A Stewart
SIAM Journal on Computing 48 (2), 742-864, 2019
1232019
Optimal Algorithms for Testing Closeness of Discrete Distributions
SO Chan, I Diakonikolas, P Valiant, G Valiant
SODA, 1193-1203, 2014
1112014
Bounded independence fools halfspaces
I Diakonikolas, P Gopalan, R Jaiswal, RA Servedio, E Viola
SIAM Journal on Computing (SICOMP), 3441-3462, 2010
992010
Bounded independence fools halfspaces
I Diakonikolas, P Gopalan, R Jaiswal, RA Servedio, E Viola
FOCS 2009, 171-180, 2009
992009
Testing for concise representations
I Diakonikolas, HK Lee, K Matulef, K Onak, R Rubinfeld, RA Servedio, ...
FOCS 2007, 549-558, 2007
902007
Learning poisson binomial distributions
C Daskalakis, I Diakonikolas, RA Servedio
STOC 2012, 709-728, 2012
812012
Bounded independence fools degree-2 threshold functions
I Diakonikolas, DM Kane, J Nelson
FOCS 2010, 11-20, 2010
752010
Efficient density estimation via piecewise polynomial approximation
SO Chan, I Diakonikolas, RA Servedio, X Sun
STOC, 604-613, 2014
742014
Small approximate Pareto sets for bi-objective shortest paths and other problems
I Diakonikolas, M Yannakakis
SIAM Journal on Computing (SICOMP) 39 (4), 1340-1371, 2009
712009
Learning k-modal distributions via testing
C Daskalakis, I Diakonikolas, RA Servedio
SODA 2012, 1371-1385, 2012
692012
A new approach for testing properties of discrete distributions
I Diakonikolas, DM Kane
2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS …, 2016
622016
Learning mixtures of structured distributions over discrete domains
SO Chan, I Diakonikolas, X Sun, RA Servedio
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete …, 2013
622013
Testing -Modal Distributions: Optimal Algorithms via Reductions
C Daskalakis, I Diakonikolas, RA Servedio, G Valiant, P Valiant
SODA 2013, 2012
612012
Statistical query lower bounds for robust estimation of high-dimensional gaussians and gaussian mixtures
I Diakonikolas, DM Kane, A Stewart
2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS), 73-84, 2017
562017
Testing Identity of Structured Distributions
I Diakonikolas, DM Kane, V Nikishkin
SODA 2015, 2014
542014
Testing shape restrictions of discrete distributions
CL Canonne, I Diakonikolas, T Gouleakis, R Rubinfeld
Theory of Computing Systems 62 (1), 4-62, 2018
502018
Being robust (in high dimensions) can be practical
I Diakonikolas, G Kamath, DM Kane, J Li, A Moitra, A Stewart
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
502017
Robustly learning a gaussian: Getting optimal error, efficiently
I Diakonikolas, G Kamath, DM Kane, J Li, A Moitra, A Stewart
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
472018
Sample-optimal density estimation in nearly-linear time
J Acharya, I Diakonikolas, J Li, L Schmidt
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017
452017
Sever: A robust meta-algorithm for stochastic optimization
I Diakonikolas, G Kamath, DM Kane, J Li, J Steinhardt, A Stewart
arXiv preprint arXiv:1803.02815, 2018
412018
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Articles 1–20