no code implementations • 7 Jun 2023 • George Barnes, Sanjaye Ramgoolam, Michael Stephanou
For this case, we construct the general permutation invariant Gaussian matrix model, which has 4 parameters characterised using the representation theory of symmetric groups.
2 code implementations • 11 Dec 2020 • Michael Stephanou, Melvin Varughese
To treat the non-stationary setting, we introduce a novel, exponentially weighted estimator for the Spearman rank correlation, which allows the local nonparametric correlation of a bivariate data stream to be tracked.
1 code implementation • 17 Jul 2015 • Michael Stephanou, Melvin Varughese, Iain Macdonald
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 +1