https://cis.temple.edu/~jiewu/research/publications/Publication_files/INFOCOM2024_PSFL%20Parallel-Sequential%20Federated%20Learning%20with%20Convergence%20Guarantees.pdf
Abstract—Federated Learning (FL) is a novel distributed learning paradigm which can coordinate multiple clients to jointly train a machine learning model by using their local data samples. Existing FL works can be roughly divided into two categories according to the modes of model training: Parallel FL (PFL) and Sequential FL (SFL). PFL can speed up each round of model training time through ...
https://teaching.temple.edu/sites/teaching/files/resource/pdf/MasteringOnlineDiscussionBoardFacilitation.pdf
Introduction Discussion boards, or threaded discussions, are one of the most commonly used tools in online teaching. Discussion forums provide the ability for asynchronous discussion to occur over a period of time. The ability to learn asynchro-nously is one of the primary benefits of online learning. Students are able to reflect upon their ideas before sharing them with the class, leading to ...
https://cis.temple.edu/~latecki/Courses/AI-Fall12/Lectures/GreatMatrixIntro.pdf
and their associatedeigenvectorsof a matrix describe the geometry of the trans- formation associated with that matrix. Using the multivariate normal, we then develop the multivariate breeders’ equation and examine properties of Gaussian fitness functions. We conclude with some elementary concepts in vector calcu- lus, focusing on derivatives of vectors and finding local extrema of vector ...
https://cis.temple.edu/~jiewu/teaching/Spring%202013/01-savvides-localization-wireless-sensor-networks-fine-grained.pdf
Abstract— Wireless communication systems have become increasingly common because of advances in radio and embedded system technologies. In recent years, a new class of applications that networks these wireless de-vices together is evolving. A representative of this class that has received considerable attention from the research community is the wireless sensor network. Such a sensor ...
https://cis.temple.edu/~wu/research/publications/Publication_files/zhangweitc.pdf
Index Terms—Cloud computing, ranked keyword search, multiple owners, privacy preserving, dynamic secret key