169 citations · 371 across the 16 of their papers we have counts for
16 papers
Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices
Amit Chaulwar, Lukas Malik, Maciej Krajewski +4
Modern search systems use several large ranker models with transformer architectures. These models require large computational resources and are not suitable for usage on devices w…
Secure Bayesian Federated Analytics for Privacy-Preserving Trend Detection
Amit Chaulwar, Michael Huth
Federated analytics has many applications in edge computing, its use can lead to better decision making for service provision, product development, and user experience. We propose…
Two and Three-Party Digital Goods Auctions: Scalable Privacy Analysis
Patrick Ah-Fat, Michael Huth
A digital goods auction is a type of auction where potential buyers bid the maximal price that they are willing to pay for a certain item, which a seller can produce at a negligibl…
Owner-centric sharing of physical resources, data, and data-driven insights in digital ecosystems
Kwok Cheung, Michael Huth, Laurence Kirk +3
We are living in an age in which digitization will connect more and more physical assets with IT systems and where IoT endpoints will generate a wealth of valuable data. Companies,…
Artificial intelligence in cyber physical systems
Petar Radanliev, David De Roure, Max Van Kleek +2
This article conducts a literature review of current and future challenges in the use of artificial intelligence (AI) in cyber physical systems. The literature review is focused on…
Scalable Information-Flow Analysis of Secure Three-Party Affine Computations
Patrick Ah-Fat, Michael Huth
Elaborate protocols in Secure Multi-party Computation enable several participants to compute a public function of their own private inputs while ensuring that no undesired informat…