Toby Dylan Hocking

2 papers · 2020–2023 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🏆 Keyword Champion (2)

Conferences

JMLR (2)

Top co-authors

Guillem Rigaill (1) Jonathan Hillman (1) Guillaume Bourque (1) Paul Fearnhead (1)

Keywords

changepoint detection (2) supervised learning (1) dynamic programming (1) gradient descent (1) roc curve (1) area under curve (1) surrogate loss (1) surrogate loss function (1) peak detection (1) genomic datum (1) binary classification (1) penalty learning (1)

Papers

Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection JMLR 2023

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