https://cis.temple.edu/~jiewu/research/publications/Publication_files/FedCPD.pdf
0 2 2 2 L1 + E 0G2 + E2 0G2 2 + 2 L2E2 0G2 2 + 2 Theorem 2. (Non-convex FedCPD convergence). 0 < e < 0, e 2 f1 1; 2; : : : ; Eg, where represents the de- 2; cay factor for the learning rate. If the learning rate for each epoch satisfies the following condition, the loss function de-creases monotonically, leading to convergence:
https://www.fox.temple.edu/directory/c-anthony-di-benedetto-tonyd
Biography Anthony Di Benedetto is Professor of Marketing and Senior Washburn Research Fellow at the Fox School of Business, Temple University, Philadelphia, PA, USA. He is the Academic Director of the Executive MBA program, and has taught in the DBA, Ph. D., Executive MBA, Online MBA, International MBA, and undergraduate programs. He has held visiting professorships at Bocconi University ...
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https://medicine.temple.edu/departments-centers/clinical-departments/surgery/departmental-research/faculty-research/abdominal-organ-transplant
Taylor GA, Fagenson AM, Kuo LE, Pitt HA, Lau KN. J Am Coll Surg. 2021 Apr;232 (4):470-480.e2. doi: 10.1016/j.jamcollsurg.2020.11.020. Epub 2020 Dec 18. PMID: 33346079 Gunder, M., Lakhter, V., Lau, K., Karhadkar, S. S., Di Carlo, A., & Bashir, R. (2019). Endovascular intervention for iliac vein thrombosis after simultaneous kidney-pancreas ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/Paper%206190%20Camera%20Ready%20Version.pdf
For notation, tindicates the communication round and e2 1=2;1;2;:::;Erefers to the local iterations, where Eis the total number of local updates. Thus, tE+ erepresents the e-th local iteration in the (t+ 1)-th round.
https://cis.temple.edu/~giorgio/cis587/readings/rete.html
(R1 (has-goal ?x simplify) (expression ?x 0 + ?y) ==>....) (R2 (has-goal ?x simplify) (expression ?x 0 * ?y) ==>....) and the following facts: (has-goal e1 simplicity) (expression e1 0 + 3) (has-goal e2 simplicity) (expression e2 0 + 5) (has-goal e3 simplicity) (expression e3 0 * 2) Then the Rete is +----------+ | ENTRANCE | +----------+ x ...
https://ronlevygroup.cst.temple.edu/courses/2020_fall/chem5302/lectures/chem5302_lecture2.pdf
Canonical Ensemble: An ensemble with the same Number of molecules, Volume and Temperature, but different Energy per system. (N, V, T)
https://sites.temple.edu/pdames/files/2016/07/DamesTokekarKumarISRR2015.pdf
Let Xt = fx1;t;x2;t;:::;xnt;tg denote a realization of a RFS of target states at time t. A probability distribution of a RFS is characterized by a discrete distribution over the cardinality of the set and a family of densities for the elements of the set conditioned on the size, i.e.,
https://cis.temple.edu/~jiewu/research/publications/Publication_files/ICDE2024_Online_Federated_Learning_on_Distributed_Unknown_Data_Using_UAVs.pdf
For the energy consumption during the learning phase, we set e1 = 0.01J and e2 = 80J [18]. To better align with real-world data collection scenarios, we design fine-grained PoI data models from three perspectives: data distribution, data generation patterns, and data quality.
https://medicine.temple.edu/departments-centers/clinical-departments/surgery/departmental-research/faculty-research/bariatric-surgery
J Vase Surg Venous Lymphat Disord. 2021 May;9 (3):585-591.e2. doi: 10.1 0l 6/j.jvsv.2020.09.006 Acevedo, E., Jr, Mazzei, M., Zhao, H., Lu, X., Soans, R., & Edwards, M. A. (2020). Outcomes in conventional laparoscopic versus robotic-assisted primary bariatric surgery: a retrospective, case-controlled study of the MBSAQIP database.