Titlebook: Distributed Computing and Intelligent Technology; 18th International C Raju Bapi,Sandeep Kulkarni,Sathya Peri Conference proceedings 2022 S

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Distributed Computing and Intelligent Technology978-3-030-94876-4Series ISSN 0302-9743 Series E-ISSN 1611-3349

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https://doi.org/10.1007/978-1-349-24979-4 of standard GNN models, and we show how these constructions are both upper and lower bounded in expressive power by the Weisfeiler-Lehman test. We then outline a wide variety of approaches to increase the expressiveness of GNNs above this theoretical limit, and discuss the strengths and weaknesses of these methods.

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Nice and Beyond: The Parting of the Wayse convergence in prominent machine learning applications. We outline the results in the context of aspects and challenges regarding synchronization, consistency, staleness and parallel-aware adaptiveness, focusing on the impact on the overall convergence.

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https://doi.org/10.1007/978-1-349-24979-4 of standard GNN models, and we show how these constructions are both upper and lower bounded in expressive power by the Weisfeiler-Lehman test. We then outline a wide variety of approaches to increase the expressiveness of GNNs above this theoretical limit, and discuss the strengths and weaknesses

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The Conservative Party and Europes model does not match the actual expectation and preference of those using the tool. This can be ameliorated by including methods for explainable planning (XAIP), to reveal the reasons for the automated planner’s decisions and to provide more in-depth interaction with the planner. In this paper we

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International Political Economy Seriesthm for constructing an independent dominating set (IDS) in the CONGEST model of distributed computing. Our algorithm requires only 2-hop partial information at each node for computations, and hence each node takes various decisions without having any global knowledge of the graph. The algorithm con

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Changing Welfare States and the Euro Crisisent time, for example such as transporting patients to diagnostics centres, and providing timely medication, requires efficient optimization of the resources. These resources are hospital staff such as caregivers, nurses, physicians, etc. and other diagnostic resources such as MRI machines, X-Ray ma