Young Lee
5 papers · 2016–2022 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Probability
(3)
Learning Paradigms
(2)
Knowledge & Reasoning
(1)
Core AI
(1)
Core Methods
(1)
Reasoning
(1)
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
NeurIPS 2022
Bayesian federated estimation of causal effects from observational data
UAI 2022
Z-Transforms and its Inference on Partially Observable Point Processes
IJCAI 2018
Hawkes Processes with Stochastic Excitations
ICML 2016
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays
ACML 2016