Abstract: This article provides a comprehensive survey of aggregation strategies in federated learning (FL). This decentralized machine learning (ML) paradigm enables multiple clients to ...

Get started with Java streams, including how to create streams from Java collections, the mechanics of a stream pipeline, examples of functional programming with Java streams, and more. You can think ...

The aggregation of host defense peptides is directly linked to their membranolytic properties. A well-known example is the hLL-37 17–29 peptide, where aggregation induces cell lysis. Mutations at the ...

Aggregation can be used to combine values of multiple rows, for any fields other than the row and sort keys, i.e. the value fields. In Java, this is implemented as an iterator implementing ...

Platelets are a class of blood cells exfoliated from bone marrow megakaryocytes and important participants in the blood. Aggregation is a prominent part of the platelets involved in the hemostasis ...

ABSTRACT: Purse seine fishers widely use drifting Fish Aggregating Devices (dFADs) to attract and capture tropical tuna across the world’s oceans. While effective for fisheries, dFADs pose significant ...

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Abstract: This paper proposes a new global model aggregation method based on using zero-knowledge federated learning (ZKFL). The purpose is to secure horizontal or P2P federated machine learning ...