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Graham Cormode

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titleconferencedate
Generating High-Quality Tabular Synthetic Data at ScalePEPR '262026-06-01
Introduces GEM+ as a generator‑network replacement for probabilistic graphical models that scales synthetic tabular generation to hundreds and up to ~1,000…
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PAPAYA Federated Analytics Stack: Engineering Privacy, Scalability and PracticalityNSDI '252025-04-28
PAPAYA is Meta’s federated analytics stack that combines trusted execution environments with on-device, SQL-based transformations and hard-coded client…
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Sub-Quadratic Recovery of Correlated PairsReal-Time Decision Making2016-07-01
Claims a sub-quadratic algorithm (n^{2−δ} with small δ) for finding few strong correlated pairs using inner-product-preserving sketches and random grouping…
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Streaming, Sketching and Sufficient Statistics IBig Data Boot Camp 20132013-09-03
Sketching algorithms use low-independence hash functions and linear sketches to compress massive update streams into small summaries that support merge by…
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Streaming, Sketching and Sufficient Statistics IIBig Data Boot Camp 20132013-09-03
Covers L0 sampling and L2 sampling with concrete constructions: geometric-level subsampling plus sparse recovery produces an L0 sampler that lets sketches of…
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