15 citations · 52 across the 8 of their papers we have counts for
8 papers
Iterated Function Systems: A Comprehensive Survey
Ramen Ghosh, Jakub Marecek
We provide an overview of iterated function systems (IFS), where randomly chosen state-to-state maps are applied iteratively to a state. We aim to summarize the state of art and, w…
On Unique Ergodicity Of Coupled AIMD Flows
Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh +4
The AIMD algorithm, which underpins the Transmission Control Protocol (TCP) for transporting data packets in communication networks, is perhaps the most successful control algorith…
Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions
Quan Zhou, Ramen Ghosh, Robert Shorten +1
There has been much recent interest in the regulation of AI. We argue for a view based on civil-rights legislation, built on the notions of equal treatment and equal impact. In a c…
On the Ergodic Control of Ensembles in the Presence of Non-linear Filters
Vyacheslav Kungurtsev, Jakub Marecek, Ramen Ghosh +1
In many sharing-economy applications, as well as in conventional economy applications, one wishes to regulate the behaviour of an ensemble of agents with guarantees on both the reg…
Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants
Jakub Marecek, Michal Roubalik, Ramen Ghosh +2
In power systems, one wishes to regulate the aggregate demand of an ensemble of distributed energy resources (DERs), such as controllable loads and battery energy storage systems.…
Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets
Wynita M. Griggs, Ramen Ghosh, Jakub Marecek +1
There has been much recent interest in two-sided markets and dynamics thereof. In a rather a general discrete-time feedback model, which we show conditions that assure that for eac…
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…
Iterated Piecewise-Stationary Random Functions
Ramen Ghosh, Jakub Marecek, Robert Shorten
Within the study of uncertain dynamical systems, iterated random functions are a key tool. There, one samples a family of functions according to a stationary distribution. Here, we…