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07/05/2023
A design theory for transparency of information privacy practices
The rising diffusion of information systems (IS) throughout society pose...
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05/01/2023
Scalable Data Point Valuation in Decentralized Learning
Existing research on data valuation in federated and swarm learning focu...
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05/01/2022
Reward Systems for Trustworthy Medical Federated Learning
Federated learning (FL) has received high interest from researchers and ...
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03/03/2022
Why Do Machine Learning Practitioners Still Use Manual Tuning? A Qualitative Study
Current advanced hyperparameter optimization (HPO) methods, such as Baye...
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11/29/2021
Architecture Matters: Investigating the Influence of Differential Privacy on Neural Network Design
One barrier to more widespread adoption of differentially private neural...
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04/16/2021
Managing Blockchain Systems and Applications: A Process Model for Blockchain Configurations
Blockchain is a radical innovation with a unique value proposition that ...
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01/29/2020
On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda
Developments in Artificial Intelligence (AI) and Distributed Ledger Tech...
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06/03/2019