39 citations · 77 across the 14 of their papers we have counts for
4 papers · 1 filter
Collaborative Distributed Machine Learning
David Jin, Niclas Kannengießer, Sascha Rank +1
Various collaborative distributed machine learning (CDML) systems, including federated learning systems and swarm learning systems, with diferent key traits were developed to lever…
Automated Market Makers in Cryptoeconomic Systems: A Taxonomy and Archetypes
Daniel Kirste, Niclas Kannengießer, Ricky Lamberty +1
Designing automated market makers (AMMs) is crucial for decentralized token exchanges in cryptoeconomic systems. At the intersection of software engineering and economics, AMM desi…
A design theory for transparency of information privacy practices
Tobias Dehling, Ali Sunyaev
The rising diffusion of information systems (IS) throughout society poses an increasingly serious threat to privacy as a social value. One approach to alleviating this threat is to…
Scalable Data Point Valuation in Decentralized Learning
Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh +3
Existing research on data valuation in federated and swarm learning focuses on valuing client contributions and works best when data across clients is independent and identically d…