Jingyu He | DeepAI

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Featured Co-authors

Yao Xiao
30 publications
Paul Bogdan
24 publications
Nicholas G. Polson
20 publications
P. Richard Hahn
16 publications
Nicholas Polson
11 publications
Jianeng Xu
8 publications
Guanhao Feng
4 publications
Corina Bogdan
1 publication
Meijiang Wang
1 publication
Nikolay Krantsevich
1 publication
Saar Yalov
1 publication

∙ 09/15/2022

Stochastic Tree Ensembles for Estimating Heterogeneous Effects

Determining subgroups that respond especially well (or poorly) to specif...

0 Nikolay Krantsevich, et al. ∙

∙ 04/23/2022

Local Gaussian process extrapolation for BART models with applications to causal inference

Bayesian additive regression trees (BART) is a semi-parametric regressio...

0 Meijiang Wang, et al. ∙

∙ 06/03/2021

Bayesian Inference for Gamma Models

We use the theory of normal variance-mean mixtures to derive a data augm...

11 Jingyu He, et al. ∙

∙ 02/09/2020

Stochastic tree ensembles for regularized nonlinear regression

This paper develops a novel stochastic tree ensemble method for nonlinea...

0 Jingyu He, et al. ∙

∙ 09/25/2019

Design Methodology for Energy Efficient Unmanned Aerial Vehicles

In this paper, we present a load-balancing approach to analyze and parti...

0 Jingyu He, et al. ∙

∙ 05/29/2019

Bayesian Inference for Polya Inverse Gamma Models

Probability density functions that include the gamma function are widely...

0 Christopher Glynn, et al. ∙

∙ 02/04/2019

Factor Investing: Hierarchical Ensemble Learning

We present a Bayesian hierarchical framework for both cross-sectional an...

0 Guanhao Feng, et al. ∙

∙ 10/04/2018

Accelerated Bayesian Additive Regression Trees

Although less widely known than random forests or boosted regression tre...

0 Jingyu He, et al. ∙

∙ 06/14/2018

Efficient sampling for Gaussian linear regression with arbitrary priors

This paper develops a slice sampler for Bayesian linear regression model...

0 P. Richard Hahn, et al. ∙

∙ 04/25/2018

Deep Learning for Predicting Asset Returns

Deep learning searches for nonlinear factors for predicting asset return...

0 Guanhao Feng, et al. ∙

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