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Eric Price

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titleconferencedate
Adaptive Sparse Recovery with Limited AdaptivitySublinear Algorithms and Nearest-Neighbor Search2018-11-27
Shows nearly tight measurement bounds for r-round adaptive sparse recovery: for constant rounds r the paper proves lower bounds of about Ω(k log^{1/r} n) and…
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Active Regression via Linear-Sample SparsificationReal-Time Decision Making 20182018-04-30
Shows that agnostic L2 regression on a d‑dimensional linear class needs only about kappa log d samples if points are drawn proportional to sup_F F(x)^2 (kappa…
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