Marc Glisse
4 papers · 2014–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(10)
🌉
Interdisciplinary Bridge
📈
Trend Setter
Conferences
ICML (2)
IJCAI (1)
JMLR (1)
Top co-authors
Research topics
Keywords
topological data analysis
(3)
persistent homology
(3)
convergence rate
(2)
persistence diagram
(2)
persistence homology
(1)
gromov-hausdorff distance
(1)
persistence map
(1)
stochastic subgradient
(1)
real analytic geometry
(1)
neural network
(1)
topological uncertainty
(1)
activation graph
(1)
uncertainty quantification
(1)
stochastic subgradient method
(1)
gradient descent
(1)
support estimation
(1)
out-of-distribution detection
(1)
Papers
Optimizing persistent homology based functions
ICML 2021
Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs
IJCAI 2021
Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis
JMLR 2015
Convergence rates for persistence diagram estimation in Topological Data Analysis
ICML 2014