Search Results for author: Idris Eckley

Found 4 papers, 2 papers with code

A Constant-per-Iteration Likelihood Ratio Test for Online Changepoint Detection for Exponential Family Models

no code implementations9 Feb 2023 Kes Ward, Gaetano Romano, Idris Eckley, Paul Fearnhead

This is possible by using pruning ideas, which reduce the set of changepoint locations that need to be considered at time $T$ to approximately $\log T$.

Fast Online Changepoint Detection via Functional Pruning CUSUM statistics

1 code implementation NeurIPS 2023 Gaetano Romano, Idris Eckley, Paul Fearnhead, Guillem Rigaill

Online algorithms for detecting a change in mean often involve using a moving window, or specifying the expected size of change.

Sparse Temporal Disaggregation

1 code implementation12 Aug 2021 Luke Mosley, Idris Eckley, Alex Gibberd

Temporal disaggregation is a method commonly used in official statistics to enable high-frequency estimates of key economic indicators, such as GDP.

Subspace Clustering of Very Sparse High-Dimensional Data

no code implementations25 Jan 2019 Hankui Peng, Nicos Pavlidis, Idris Eckley, Ioannis Tsalamanis

In this paper we consider the problem of clustering collections of very short texts using subspace clustering.

Clustering Fraud Detection +2

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