Bertrand Michel
7 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
topological data analysis
(5)
persistent homology
(4)
persistence diagram
(2)
convergence rate
(2)
robust statistics
(1)
statistical convergence
(1)
point cloud
(1)
computational complexity
(1)
topological optimization
(1)
differentiable mapper
(1)
data representation
(1)
oracle inequality
(1)
robust inference
(1)
support estimation
(1)
parameter tuning
(1)
confidence set
(1)
bandwidth selection
(1)
laplace-beltrami operator
(1)
gromov-hausdorff distance
(1)
reeb graph
(1)
Papers
Differentiable Mapper for Topological Optimization of Data Representation
ICML 2024
Robust Topological Inference: Distance To a Measure and Kernel Distance
JMLR 2018
Statistical Analysis and Parameter Selection for Mapper
JMLR 2018
Data driven estimation of Laplace-Beltrami operator
NeurIPS 2016
Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis
JMLR 2015
Subsampling Methods for Persistent Homology
ICML 2015
Convergence rates for persistence diagram estimation in Topological Data Analysis
ICML 2014