Guillem Rigaill
4 papers · 2013–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(12)
π
Keyword Champion
(2)
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Conference Pioneer
Conferences
ICML (2)
JMLR (2)
Top co-authors
Keywords
penalty learning
(3)
peak detection
(2)
genomic datum
(2)
dynamic programming
(2)
convex relaxation
(1)
change-point detection
(1)
changepoint detection
(1)
computational cost
(1)
interval regression
(1)
signal segmentation
(1)
segmentation model
(1)
supervised penalty learning
(1)
cusum statistic
(1)
online changepoint detection
(1)
functional pruning
(1)
change in mean
(1)
anomaly detection
(1)
max margin
(1)
convex optimization
(1)
supervised learning
(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