Guillaume Bourque

2 papers · 2015–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12) 🏆 Keyword Champion (2)

Conferences

ICML (1) JMLR (1)

Top co-authors

Guillem Rigaill (2) Toby Dylan Hocking (1) Toby Hocking (1) Paul Fearnhead (1)

Keywords

genomic datum (2) penalty learning (2) dynamic programming (2) peak detection (2) supervised learning (1) supervised penalty learning (1) constrained optimization (1) changepoint detection (1) segmentation model (1)

Papers

Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data JMLR 2020

PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015