220 citations · 724 across the 45 of their papers we have counts for
3 papers · 2 filters
A Pareto Dominance Principle for Data-Driven Optimization
Tobias Sutter, Bart P. G. Van Parys, Daniel Kuhn
We propose a statistically optimal approach to construct data-driven decisions for stochastic optimization problems. Fundamentally, a data-driven decision is simply a function that…
Reliable Frequency Regulation through Vehicle-to-Grid: Encoding Legislation with Robust Constraints
Dirk Lauinger, François Vuille, Daniel Kuhn
Problem definition: Vehicle-to-grid increases the low utilization rate of privately owned electric vehicles by making their batteries available to electricity grids. We formulate a…
On Linear Optimization over Wasserstein Balls
Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Wasserstein balls, which contain all probability measures within a pre-specified Wasserstein distance to a reference measure, have recently enjoyed wide popularity in the distribut…