Search Results for author: Joshua A. Taylor

Found 3 papers, 0 papers with code

Online Convex Optimization with Binary Constraints

no code implementations5 May 2020 Antoine Lesage-Landry, Joshua A. Taylor, Duncan S. Callaway

Then, we derive a finite-time bound that is sublinear in time and linear in the cumulative variation of the relaxed, continuous round optima.

Predictive Online Convex Optimization

no code implementations15 May 2019 Antoine Lesage-Landry, Iman Shames, Joshua A. Taylor

We show that under these conditions and without any assumptions on the predictability of the environment, the predictive update strictly improves on the performance of the standard update.

Setpoint Tracking with Partially Observed Loads

no code implementations12 Sep 2017 Antoine Lesage-Landry, Joshua A. Taylor

We use online convex optimization (OCO) for setpoint tracking with uncertain, flexible loads.

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