61 citations · 64 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 3 cited
Federated Estimation of Causal Effects from Observational Data
Thanh Vinh Vo, Trong Nghia Hoang, Young Lee +1
Many modern applications collect data that comes in federated spirit, with data kept locally and undisclosed. Till date, most insight into the causal inference requires data to be…
cs.LG2019
Generative Parameter Sampler For Scalable Uncertainty Quantification
Minsuk Shin, Young Lee, Jun S. Liu
Uncertainty quantification has been a core of the statistical machine learning, but its computational bottleneck has been a serious challenge for both Bayesians and frequentists. W…
stat.ML2017★ 61 cited
A Tutorial on Hawkes Processes for Events in Social Media
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra +1
This chapter provides an accessible introduction for point processes, and especially Hawkes processes, for modeling discrete, inter-dependent events over continuous time. We start…