86 citations · 108 across the 5 of their papers we have counts for
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cs.LG2021★ 1 cited
Distributed Sparse Regression via Penalization
Yao Ji, Gesualdo Scutari, Ying Sun +1
We study sparse linear regression over a network of agents, modeled as an undirected graph (with no centralized node). The estimation problem is formulated as the minimization of t…
cs.LG2021★ 1 cited
Using BART to Perform Pareto Optimization and Quantify its Uncertainties
Akira Horiguchi, Thomas J. Santner, Ying Sun +1
Techniques to reduce the energy burden of an industrial ecosystem often require solving a multiobjective optimization problem. However, collecting experimental data can often be ei…