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20162022
most citedDistributionally Robust Stochastic Optimization with Wasserstein Distance

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

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stat.ME2021

Hierarchical Non-Stationary Temporal Gaussian Processes With -Regularization

Zheng Zhao, Rui Gao, Simo Särkkä

This paper is concerned with regularized extensions of hierarchical non-stationary temporal Gaussian processes (NSGPs) in which the parameters (e.g., length-scale) are modeled as G…

stat.ME2020

Autonomous Tracking and State Estimation with Generalised Group Lasso

Rui Gao, Simo Särkkä, Rubén Claveria-Vega +1

We address the problem of autonomous tracking and state estimation for marine vessels, autonomous vehicles, and other dynamic signals under a (structured) sparsity assumption. The…