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Titlebook: Smittestopp − A Case Study on Digital Contact Tracing; Ahmed Elmokashfi,Olav Lysne,Valeriya Naumova Book‘‘‘‘‘‘‘‘ 2022 The Editor(s) (if ap

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Ahmed Elmokashfi,Olav Lysne,Valeriya NaumovaThis book is open access, which means that you have free and unlimited access
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Ahmed Elmokashfi,Olav Lysne,Valeriya Naumovais necessary to ensure that the agent’s goals are aligned with the goals of the agent designers to avoid unexpected or unwanted agent behavior. In this work, we propose using Goal Net, a goal-oriented agent modelling methodology, as a way for agent designers to incorporate their prior knowledge rega
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Per Magne Florvaag,Henrik Aasen Kjeldsberg,Sebastian Kenji Mituschng mode that combines mini-batches with optimizers, where each sample is randomly selected with equal probability when constructing mini-batches. However, the intrinsic class imbalance in multi-label data may bias the model towards majority labels, since samples relevant to minority labels may be un
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Ahmed Elmokashfi,Amund Kvalbeinke a bridge with SGD with momentum. Following the above motivation, we suppress the range of the adaptive stepsizes of Adam by exploiting the layerwise gradient statistics. In particular, at each iteration, we propose to perform three consecutive operations on the second momentum . before using it t
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Ahmed Elmokashfi,Simon Funke,Timo Klock,Miroslav Kuchta,Valeriya Naumova,Julie Uvry in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. .The 210 full papers presented in these proceedings were carefully reviewed and selected fr
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