12 citations · 19 across the 5 of their papers we have counts for
6 papers
Source Data Selection for Brain-Computer Interfaces based on Simple Features
Frida Heskebeck, Carolina Bergeling, Bo Bernhardsson
This paper demonstrates that simple features available during the calibration of a brain-computer interface can be utilized for source data selection to improve the performance of…
Multi-Armed Bandits in Brain-Computer Interfaces
Frida Heskebeck, Carolina Bergeling, Bo Bernhardsson
The multi-armed bandit (MAB) problem models a decision-maker that optimizes its actions based on current and acquired new knowledge to maximize its reward. This type of online deci…
Closed-form H-infinity Optimal Control for a Class of Infinite-Dimensional Systems
Carolina Bergeling, Kirsten A. Morris, Anders Rantzer
H-infinity optimal control and estimation are addressed for a class of systems governed by partial differential equations with bounded input and output operators. Diffusion equatio…
On the Optimal Control of Relaxation Systems
Richard Pates, Carolina Bergeling, Anders Rantzer
The relaxation systems are an important subclass of the passive systems that arise naturally in applications. We exploit the fact that they have highly structured state-space reali…
On Closed-form H-infinity Optimal Control and Large-scale Systems
Carolina Bergeling, Richard Pates, Anders Rantzer
We address a class of systems for which the solution to an H-infinity optimal control problem can be given on a very simple closed form. In fact, both the control law and optimal p…
Operator Splitting Performance Estimation: Tight contraction factors and optimal parameter selection
Ernest K. Ryu, Adrien B. Taylor, Carolina Bergeling +1
We propose a methodology for studying the performance of common splitting methods through semidefinite programming. We prove tightness of the methodology and demonstrate its value…