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Greatest papers with code

Computing Extremely Accurate Quantiles Using t-Digests

11 Feb 2019tdunning/t-digest

We present on-line algorithms for computing approximations of rank-based statistics that give high accuracy, particularly near the tails of a distribution, with very small sketches.

SEQUENTIAL QUANTILE ESTIMATION COMPUTATION DATA STRUCTURES AND ALGORITHMS

Sequential Quantiles via Hermite Series Density Estimation

17 Jul 2015MikeJaredS/hermiter

These algorithms go beyond existing sequential quantile estimation algorithms in that they allow arbitrary quantiles (as opposed to pre-specified quantiles) to be estimated at any point in time.

DATA SUMMARIZATION SEQUENTIAL DISTRIBUTION FUNCTION ESTIMATION SEQUENTIAL QUANTILE ESTIMATION