15 citations · 15 across the 2 of their papers we have counts for
2 papers
stat.CO2017★ 15 cited
A log-linear time algorithm for constrained changepoint detection
Toby Dylan Hocking, Guillem Rigaill, Paul Fearnhead +1
Changepoint detection is a central problem in time series and genomic data. For some applications, it is natural to impose constraints on the directions of changes. One example is…
stat.ML2015
PeakSegJoint: fast supervised peak detection via joint segmentation of multiple count data samples
Toby Dylan Hocking, Guillaume Bourque
Joint peak detection is a central problem when comparing samples in genomic data analysis, but current algorithms for this task are unsupervised and limited to at most 2 sample typ…