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20182022
most citedLinking Gaussian Process regression with data-driven manifold embeddings for nonlinear data fusion

35 citations · 37 across the 3 of their papers we have counts for

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2 papers · 1 filter

math.OC2021

Blended Dynamics Approach to Distributed Optimization: Sum Convexity and Convergence Rate

Seungjoon Lee, Hyungbo Shim

This paper studies the application of the blended dynamics approach towards distributed optimization problem where the global cost function is given by a sum of local cost function…

math.OC2018

Some manifold learning considerations towards explicit model predictive control

Robert J. Lovelett, Felix Dietrich, Seungjoon Lee +1

Model predictive control (MPC) is a de facto standard control algorithm across the process industries. There remain, however, applications where MPC is impractical because an optim…