Martin Royer
4 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(3)
persistence diagram
(2)
semidefinite programming
(1)
anomaly detection
(1)
convex optimization
(1)
graph classification
(1)
non-asymptotic analysis
(1)
persistent homology
(1)
matrix estimation
(1)
dimension adaptation
(1)
clustering algorithm
(1)
high-dimensional datum
(1)
neural network layer
(1)
dependence structure
(1)
heat kernel signature
(1)
partition recovery
(1)
measure vectorization
(1)
cluster separation
(1)
time series analysis
(1)
correlation change detection
(1)
Papers
Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series
JMLR 2024
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning
AISTATS 2021
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
AISTATS 2020
Adaptive Clustering through Semidefinite Programming
NIPS 2017