Young Lee
5 papers · 2016–2022 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π£ Hot Topic Early Bird
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Cross-Pollinator
(14)
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Interdisciplinary Bridge
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Trend Setter
Conferences
ACML (1)
ICML (1)
IJCAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
point process
(3)
bayesian inference
(2)
federated learning
(2)
causal effect
(2)
hawkes process
(2)
maximum likelihood
(1)
gaussian process
(1)
distribution matching
(1)
transfer learning
(1)
gibbs sampling
(1)
stochastic process
(1)
likelihood estimation
(1)
non-homogeneous point process
(1)
stochastic differential equation
(1)
heterogeneous treatment effect
(1)
random fourier feature
(1)
non-homogeneous process
(1)
potential outcome
(1)
intensity estimation
(1)
stochastic simulation
(1)
Papers
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
NIPS 2022
Bayesian federated estimation of causal effects from observational data
UAI 2022
Z-Transforms and its Inference on Partially Observable Point Processes
IJCAI 2018
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays
ACML 2016
Hawkes Processes with Stochastic Excitations
ICML 2016