research
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05/30/2022
Deep Bootstrap for Bayesian Inference
For a Bayesian, the task to define the likelihood can be as perplexing a...
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03/14/2021
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Motivated by the rising abundance of observational data with continuous ...
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03/03/2021
Weighted-Graph-Based Change Point Detection
We consider the detection and localization of change points in the distr...
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11/29/2020
Bayesian Bootstrap Spike-and-Slab LASSO
The impracticality of posterior sampling has prevented the widespread ad...
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03/03/2020