Rui Gao

activity

20162022

most citedDistributionally Robust Stochastic Optimization with Wasserstein Distance

96 citations · 286 across the 19 of their papers we have counts for

collaborators

Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 1 cited

Bridging Explicit and Implicit Deep Generative Models via Neural Stein Estimators

Qitian Wu, Rui Gao, Hongyuan Zha

There are two types of deep generative models: explicit and implicit. The former defines an explicit density form that allows likelihood inference; while the latter targets a flexi…

cs.IT2019★ 24 cited

Iterated Extended Kalman Smoother-based Variable Splitting for $L_{1}$ -Regularized State Estimation

Rui Gao, Filip Tronarp, Simo Särkkä

In this paper, we propose a new framework for solving state estimation problems with an additional sparsity-promoting $L_{1}$ -regularizer term. We first formulate such problems as mi…

Bridging Explicit and Implicit Deep Generative Models via Neural Stein Estimators

Iterated Extended Kalman Smoother-based Variable Splitting for L1​-Regularized State Estimation

Iterated Extended Kalman Smoother-based Variable Splitting for $L_{1}$ -Regularized State Estimation