366 citations · 1.4k across the 75 of their papers we have counts for
7 papers · 1 filter
Screening for an Infectious Disease as a Problem in Stochastic Control
Jakub Marecek
There has been much recent interest in screening populations for an infectious disease. Here, we present a stochastic-control model, wherein the optimum screening policy is provabl…
Warm-starting quantum optimization
Daniel J. Egger, Jakub Marecek, Stefan Woerner
There is an increasing interest in quantum algorithms for problems of integer programming and combinatorial optimization. Classical solvers for such problems employ relaxations, wh…
Predictability and Fairness in Social Sensing
Ramen Ghosh, Jakub Marecek, Wynita M. Griggs +2
We consider the design of distributed algorithms that govern the manner in which agents contribute to a social sensing platform. Specifically, we are interested in situations where…
Quantum Computing for Finance: State of the Art and Future Prospects
Daniel J. Egger, Claudio Gambella, Jakub Marecek +6
This article outlines our point of view regarding the applicability, state-of-the-art, and potential of quantum computing for problems in finance. We provide an introduction to qua…
Fairness in Forecasting and Learning Linear Dynamical Systems
Quan Zhou, Jakub Marecek, Robert N. Shorten
In machine learning, training data often capture the behaviour of multiple subgroups of some underlying human population. When the amounts of training data for the subgroups are no…
Learning of Linear Dynamical Systems as a Non-Commutative Polynomial Optimization Problem
Quan Zhou, Jakub Marecek
There has been much recent progress in forecasting the next observation of a linear dynamical system (LDS), which is known as the improper learning, as well as in the estimation of…