IEEE

KAFL-HD: Knowledge Alignment in Asynchronous Federated Learning With Heterogeneous Data

Abstract: Asynchronous Federated Learning (AFL) can mitigate the straggler problem due to unbalanced training time of clients in Synchronous Federated Learning (SFL), thereby reducing the aggregation ...
IEEE

Differentially Private Mean-Square Output Consensus for Heterogeneous Multiagent Systems: An Asynchronous Sampled-Data Interactions Scheme

Abstract: This article investigates the problem of privacy-preserving average consensus for continuous-time heterogeneous multiagent systems with intermittent information transfer under asynchronous ...
Federal Register

Data Security Requirements for Accessing Confidential Data; Agency Information Collection Activities: Comment Request

This document has been published in the Federal Register. Use the PDF linked in the document sidebar for the official electronic format.
Yahoo

'Discovery' data request in Mostoller trial denied; case moving toward May trial

Add Yahoo as a preferred source to see more of our stories on Google. SOMERSET, Pa. – A Somerset County judge denied a request Monday for a long list of DNA-related data and other documents related to ...
Federal Register

Agency Information Collection Activities: Comment Request; Survey of Graduate Students and Postdoctorates in Science and Engineering

This document has been published in the Federal Register. Use the PDF linked in the document sidebar for the official electronic format.
GitHub

TransferQueue: An asynchronous streaming data management module for efficient post-training

TransferQueue is a high-performance data storage and transfer module with panoramic data visibility and streaming scheduling capabilities, optimized for efficient dataflow in post-training workflows.