15 citations · 16 across the 2 of their papers we have counts for
2 papers
math.ST2017★ 1 cited
New efficient algorithms for multiple change-point detection with kernels
Alain Celisse, Guillemette Marot, Morgane Pierre-Jean +1
Several statistical approaches based on reproducing kernels have been proposed to detect abrupt changes arising in the full distribution of the observations and not only in the mea…
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…