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https://cis.temple.edu/~jiewu/research/publications/Publication_files/Paper%206190%20Camera%20Ready%20Version.pdf
a major challenge for federated learning in diverse settings. Personalized Federated Learning (PFL), [Tan et al., 2022a] addresses these issues by allowing client-specific models that leverage global insights to enhance local outcomes. The main challenge in PFL lies in balancing global knowledge sharing with preserving client-specific information, making the trade- off an important research ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/DiVE.pdf
Abstract—Ensuring stable and high-quality real-time video an-alytics for computationally constrained mobile agents is essential. However, limited computing resources and network bandwidth present significant challenges in meeting the objective of low response time and high inference accuracy. In this paper, we present DiVE, an edge-assisted video analytics system that utilizes motion vectors ...
https://cis.temple.edu/~wu/hoc4667-liu.pdf
ABSTRACT The non-existence of an end-to-end path poses a challenge in adapting the traditional routing algorithms to delay tolerant networks (DTNs). Previous works include centralized rout-ing approaches based on deterministic mobility, ferry-based routing with deterministic or semi-deterministic mobility, °ooding-based approaches for networks with general mo-bility, and probability-based ...
https://cst.temple.edu/sites/cst/files/documents/EDS%20Oxford-Quantitative-Guide.pdf
Step 2: Select “Ratemeter” in the “Mini View” to verify the dead time and input count rate.
https://cis.temple.edu/~jiewu/research/publications/Publication_files/Paper%206750%20Camera%20Ready%20Version.pdf
1 Introduction Federated learning (FL) [Koneˇcn ́y et al., 2017], a widely-used framework for distributed machine learning, is a signif-icant research focus. Most FL algorithms, such as the clas-sic FedAvg, fall into Synchronous Federated Learning (SFL). They require the server to wait for all selected clients’ lo-cal training and uploads before aggregating updates, and as-sume uniform ...
https://guides.temple.edu/padockets
A docket is the official summary of proceedings in a court of law. A docket typically contains information about the parties, attorneys, dates, filings, and outcome in a specific case. Some - but not all - dockets include links to case documents, such as briefs and court opinions.
https://liberalarts.temple.edu/sites/liberalarts/files/EvaluationFindings_Brief2_updatedNov2022.pdf
The outputs served as performance measures that would, when combined with the range of in-depth interviews and observation data also collected, facilitate an understanding of whether and how longer-term outcomes (reductions in gun violence) were achieved. This brief summarizes the findings of the research study. A longer and more detailed report will be available to the public after BJA review.
https://sites.temple.edu/lnaveen/files/2014/05/JFE_risktaking_2006.pdf
We provide empirical evidence of a strong causal relation between managerial compensa-tion and investment policy, debt policy, and firm risk. Controlling for CEO pay-performance sensitivity (delta) and the feedback effects of firm policy and risk on the managerial compensation scheme, we find that higher sensitivity of CEO wealth to stock volatility (vega) implements riskier policy choices ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/ICC2024.pdf
Abstract—Most intrusion detection systems (IDS) are vul-nerable to novel attacks and struggle to maintain a balance between high accuracy and a low false positive rate. Furthermore, the relevant features of Distributed Denial of Service (DDoS) attacks in conventional networks may not necessarily apply to the Software-defined network (SDN) environment. Additionally, weak feature selection ...