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Found 4 papers, 1 papers with code
Testing Credibility of Public and Private Surveys through the Lens of Regression
We prove the theoretical correctness of our algorithms while trying to reduce the sample complexity for both public and private surveys.
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing
To make medical datasets accessible without sharing sensitive patient information, we introduce a novel end-to-end approach for generative de-identification of dynamic medical imaging data.
Uniform Brackets, Containers, and Combinatorial Macbeath Regions
We study the connections between three seemingly different combinatorial structures - "uniform" brackets in statistics and probability theory, "containers" in online and distributed learning theory, and "combinatorial Macbeath regions", or Mnets in discrete and computational geometry.
Size sensitive packing number for Hamming cube and its consequences
We prove a size-sensitive version of Haussler's Packing lemma~\cite{Haussler92spherepacking} for set-systems with bounded primal shatter dimension, which have an additional {\em size-sensitive property}.
