no code implementations • 11 Jun 2019 • Ilias Diakonikolas, Themis Gouleakis, Daniel M. Kane, Sankeerth Rao
We study distribution testing with communication and memory constraints in the following computational models: (1) The {\em one-pass streaming model} where the goal is to minimize the sample complexity of the protocol subject to a memory constraint, and (2) A {\em distributed model} where the data samples reside at multiple machines and the goal is to minimize the communication cost of the protocol.