15 citations · 19 across the 5 of their papers we have counts for
3 papers · 1 filter
Labeled Optimal Partitioning
Toby Dylan Hocking, Anuraag Srivastava
In data sequences measured over space or time, an important problem is accurate detection of abrupt changes. In partially labeled data, it is important to correctly predict presenc…
Maximum Margin Interval Trees
Alexandre Drouin, Toby Dylan Hocking, François Laviolette
Learning a regression function using censored or interval-valued output data is an important problem in fields such as genomics and medicine. The goal is to learn a real-valued pre…
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…