Steve OUDOT
6 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (4) ๐ Academic Marathon (7) ๐ Cross-Pollinator (11) ๐บ๏ธ Taxonomy Completionist (10)
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
JMLR (1)
MIDL (1)
Top co-authors
Keywords
topological data analysis
(2)
persistence diagram
(2)
wasserstein distance
(2)
persistent homology
(1)
sinkhorn algorithm
(1)
parameter tuning
(1)
sliced wasserstein
(1)
reeb graph
(1)
kernel methods
(1)
mapper algorithm
(1)
topological descriptor
(1)
signed barcode
(1)
optimal transport
(1)
statistical convergence
(1)
Papers
Differentiability and Optimization of Multiparameter Persistent Homology
ICML 2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
MIDL 2024
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
NIPS 2023
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport
NIPS 2018
Statistical Analysis and Parameter Selection for Mapper
JMLR 2018
Sliced Wasserstein Kernel for Persistence Diagrams
ICML 2017