Clément Levrard
4 papers · 2011–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
topological data analysis
(2)
unsupervised learning
(1)
model selection
(1)
manifold learning
(1)
anomaly detection
(1)
oracle inequalities
(1)
empirical risk minimization
(1)
oracle inequality
(1)
persistent homology
(1)
penalized estimation
(1)
spectral method
(1)
persistence diagram
(1)
laplace-beltrami operator
(1)
topological regularization
(1)
function class
(1)
penalized empirical risk minimization
(1)
computational budget
(1)
dependence structure
(1)
measure vectorization
(1)
cluster separation
(1)
Papers
Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series
JMLR 2024
Topologically penalized regression on manifolds
JMLR 2022
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning
AISTATS 2021
Oracle inequalities for computationally budgeted model selection
COLT 2011