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Huy Nguyen

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Improved Frequency Estimation Algorithms with and without PredictionsSketching and Algorithm Design 20232023-10-09
Tight characterization shows learned CountMin/CountSketch only help when space B is very large; a new algorithm uses many tiny sketches plus one large sketch…
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A Fast Algorithm for Computing the Maximum Weight Base in a Linear MatroidRandomized Numerical Linear Algebra and Applications 20182018-09-24
Presents an algorithm that outputs the greedy maximum-weight base of a linear matroid in time roughly the number of nonzeros of the input matrix plus r^{ω}…
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