3 citations · 3 across the 2 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
Extended Fiducial Inference for Individual Treatment Effects via Deep Neural Networks
Sehwan Kim, Faming Liang
Individual treatment effect estimation has gained significant attention in recent data science literature. This work introduces the Double Neural Network (Double-NN) method to addr…
stat.ML2020★ 3 cited
Stochastic Gradient Langevin Dynamics Algorithms with Adaptive Drifts
Sehwan Kim, Qifan Song, Faming Liang
Bayesian deep learning offers a principled way to address many issues concerning safety of artificial intelligence (AI), such as model uncertainty,model interpretability, and predi…