Guillem Rigaill
4 papers · 2013–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Keywords
penalty learning
(3)
change point detection
(2)
dynamic programming
(2)
peak detection
(2)
genomic data
(2)
convex relaxation
(1)
functional pruning
(1)
computational cost
(1)
change in mean
(1)
max margin
(1)
anomaly detection
(1)
interval regression
(1)
signal segmentation
(1)
segmentation model
(1)
supervised penalty learning
(1)
cusum statistic
(1)
online changepoint detection
(1)
convex optimization
(1)
supervised learning
(1)
constrained optimization
(1)
Papers
Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics
JMLR 2023
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
Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression
ICML 2013