Topic
Streaming Algorithms
Discover key takeaways from 2 podcast episodes about this topic.
Differential PrivacyStreaming AlgorithmsContinual Counting
Jan 27, 2026Streaming Private Continual Counting via Binning
This talk introduces 'binning,' a novel matrix structure that enables space-efficient streaming private continual counting by approximating complex factorizations with piecewise constant segments, often outperforming theoretical bounds.
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Google TechTalks
Differential PrivacyMoment EstimationStreaming Algorithms
Jan 27, 2026Continual Release Moment Estimation with Differential Privacy
This research introduces a novel differentially private algorithm, Joint Moment Estimation (JME), that efficiently estimates both first and second moments of streaming private data with a 'second moment for free' property, outperforming baselines in high privacy regimes.
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Google TechTalks