Emmanuel Bacry
4 papers · 2017–2020 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
🗺️
Taxonomy Completionist
(12)
📈
Trend Setter
Conferences
JMLR (3)
ICML (1)
Top co-authors
Keywords
hawkes process
(3)
multivariate hawkes process
(2)
integrated cumulant
(2)
point process
(2)
nonparametric estimation
(2)
network inference
(1)
survival analysis
(1)
stochastic process
(1)
moment matching
(1)
matrix martingale
(1)
generalized linear model
(1)
nonparametric method
(1)
least-squares loss
(1)
causality inference
(1)
time-dependent model
(1)
causality discovery
(1)
statistical learning
(1)
cumulant matching
(1)
causal inference
(1)
sparse estimation
(1)
Papers
Sparse and low-rank multivariate Hawkes processes
JMLR 2020
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
JMLR 2018
tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models
JMLR 2018
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
ICML 2017