David Loiseaux
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Keywords
persistent homology
(2)
topological data analysis
(1)
optimization
(1)
gradient descent
(1)
vector space
(1)
stability guarantee
(1)
vector representation
(1)
topological descriptor
(1)
signed barcode
(1)
multiparameter analysis
(1)
barcode
(1)
differentiability
(1)
multiparameter persistent homology
(1)
representation learning
(1)
topological terms
(1)
Papers
Differentiability and Optimization of Multiparameter Persistent Homology
ICML 2024
A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
NeurIPS 2023
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
NeurIPS 2023