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20182024
most citedCausal Bayesian Optimization via Exogenous Distribution Learning

1 citations · 1 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

stat.ML2022

Variational Flow Graphical Model

Shaogang Ren, Belhal Karimi, Dingcheng Li +1

This paper introduces a novel approach to embed flow-based models with hierarchical structures. The proposed framework is named Variational Flow Graphical (VFG) Model. VFGs learn t…

stat.ME2022

Best Subset Selection with Efficient Primal-Dual Algorithm

Shaogang Ren, Guanhua Fang, Ping Li

Best subset selection is considered the `gold standard' for many sparse learning problems. A variety of optimization techniques have been proposed to attack this non-convex and NP-…