https://cis.temple.edu/~wu/research/publications/Publication_files/A_Personalized_Privacy_Preserving_Mechanism_for_Crowdsourced_Federated_Learning.pdf
The first challenge is how to determine the personalized privacy budget for each worker while mitigating the degree of the global model accuracy degradation incurred by injected parameter perturbations. Each worker wants to choose a smaller privacy budget to enhance its PPL as high as possible. However, the smaller privacy budget means a greater extent of parameter perturbations, which leads ...
https://sites.temple.edu/newcombe/research/
Resnick, I.R., Goldwater, M. & Newcombe, N.S. (2023). Cross-national differences in the relation between reasoning about fraction and decimal magnitudes, reasoning proportionally, and mathematics achievement.
https://law.temple.edu/aer/2024/09/07/emotional-decision-making-hardwired-and-helpful/
At the most basic level, the “Triune Brain” concept divides the human brain into three distinct areas that can be generally broken down as follows: our reptilian brain (brainstem) controls our basic survival functions such as breathing, digestion, and heart beat; [6] our neocortex governs our attention, logic, analysis, and perception; [7] and our limbic system manages our emotions ...
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://ira.temple.edu/sites/ira/files/2024-2025%20Factbook.pdf
Introduction The Temple University Fact Book and Temple University At a Glance publications are prepared annually by the
https://cis.temple.edu/~wu/research/publications/Publication_files/Cloudnet-2023-final.pdf
Edge-Cloud Networks for Efficient AI/ML Implementations Jie Wu Dept. of Computer and Information Sciences Temple University, USA Cloudnet 2023
https://cis.temple.edu/tagit/presentations/Sparks%20of%20AGI%20Early%20Experiments%20with%20GPT4.pdf
Paper Review: 'Sparks of Artificial General Intelligence: Early experiments with GPT-4' Authors: Sebastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang
https://news.temple.edu/nutshell/2023-03-20/what-do-you-meme-you-can-get-sued-social-post
Donald Harris, a Temple professor and expert on intellectual property law, explains everything you need to know about protecting yourself from lawsuits for sharing a meme.
https://news.temple.edu/news/2023-05-17/importance-representation-what-disney-s-first-black-live-action-princess-means-film
After 34 years, Disney returns under the sea with its live-action adaptation of The Little Mermaid, premeiring in theaters on May 26. The new version stars Halle Bailey, most known for her role in the Grammy-nominated Chloe x Halle R&B duo, as Ariel in the actress’s first starring feature film role. This casting of a Black woman as the iconic mermaid has made waves.
https://news.temple.edu/news/2023-02-07/temple-professor-discovers-5000-year-old-silver-jewelry-oman
Temple University Professor Kimberly Williams shared her groundbreaking discovery at a conference in Barcelona last summer.