Communication-efficient federated learning method via redundant data elimination by Kaiju LI, Qiang XU, Hao WANG

Subjects: “…federated learning…”
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Crop wild relatives inventory and conservation in the Primorsky Region of the Russian Federation by G. V. Talovina, E. V. Aistova

“…The Primorsky Region is the most floristically diverse region of the Russian Federation and the Russian Far East because of the richness of the local endemic vegetation. …”
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Membership inference attack and defense method in federated learning based on GAN by Jiale ZHANG, Chengcheng ZHU, Xiaobing SUN, Bing CHEN

Subjects: “…federated learning…”
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Jurisdictional Immunity of the Russian Federation as a Subject of International Private Law by V. S. Kichenina, A. R. Huzin

“…Based on the study, the authors propose measures aimed at creating a unique approach in understanding the jurisdictional immunity of the Russian Federation.…”
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The Russian Federation subjects budgets as a financial basis for their economic security by N. Z. Zotikov

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Information and methodological support to the implementation of Best Available Techniques in the Russian Federation by D. O. Skobelev

“…It has been indicated, that the environmental and technological modernisation corresponds with the national goals and strategic development objectives of the Russian Federation, namely: establishing highly-productive, export oriented, resource efficient industry on the basis of modern technologies.The new direction of development of industrial policy of Russia – environmental industrial policy has been considered. …”
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Analysis of the use of the electronic document management system in federal executive authorities by N. A. Ivanov, N. A. Kashevarova

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2021 Handbook of Florida Water Regulation: Federal Groundwater Discharge Regulations by Michael T. Olexa, Tatiana Borisova, Jana Caracciolo

“… This handbook is designed to provide a summary of the principal federal and state (Florida) laws that directly or indirectly relate to agriculture. …”
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Sustainable development of the Republic of Bashkortostan of the Russian Federation: current state and prospects by Yu. K. Akchulpanov

“…The research methodology is based on the analysis and comparison of economic, social, and environmental factors of sustainable development, assessment of the role of innovation in each sphere, study of successes and experience of other constituent entities of the Russian Federation and foreign countries, as well as on the proposals for creating regional centers for assessing and monitoring sustainable development that in their activities will be focused on comprehensive research in regional socio-economic systems, considering the innovation component. …”
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Model split-based data privacy protection method for federated learning by CHEN Ka

Subjects: “…federated learning…”
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Rondônia - mutações de um território federal na Amazônia brasileira by Tiago Roberto Silva Santos, Carlos Alberto de Almeida Ricarte, Francilene Sales da Conceição

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SYSTEM OF CONTRACT RELATIONS IN RUSSIA: ANALYSIS OF THE PROBLEMS OF APPLICATION OF THE FEDERAL LAW by D. Shatskiy

“…The main problems of direct application of Federal Law № 44-FZ dated on 21.07.2005 «On the contract system in the sphere of procurement of goods, works and services to ensure state and municipal needs» are analyzed in the article. …”
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A Descriptive Analysis of Visual and Oculomotor Skills in Federated University Athletes by Miguel Ángel Sánchez-Tena, Xabier Rodríguez-Alonso, Clara Martinez-Perez, José Francisco Tornero-Aguilera, Vicente J. Clemente-Suárez, Celia Sanchez-Ramos, Cristina Alvarez-Peregrina

“…Methods: A total of 52 federated university athletes (34 men and 18 women), aged 18 to 37 years, participated in this observational and descriptive study. …”
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THE STATE OF ANIMAL WASTE RENDERING AND DISPOSING SYSTEM IN THE SUBJECTS OF THE RUSSIAN FEDERATION by A. V. Belchikhina, M. A. Shibaev, I. M. Klinovitskaya, A. K. Karaulov

“…The analysis reveals tension in the fi eld of animal waste management in the Russian Federation.…”
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Imbalances in socio-economic development of regions of Russian Federation: problems and solutions by M. Yu. Makovetsky, D. V. Rudakov, K. A. Voropaev

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Contribution of Federal Centre for Animal Health to Rosselkhoznadzor’s international mandate delivery by V. V. Lavrovsky

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Hierarchical Learning: A Hybrid of Federated Learning and Personalization Fine-Tuning by Li Shuyi, Zhang Bairong

“…Hierarchical Federated Learning (FL) presents a novel approach that combines global model training with localized personalization fine-tuning to enhance the predictive accuracy of decentralized machine learning systems. …”
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The National Endowment for the Humanities : un levier fédéral des musées amérindiens by Gérard Selbach

“…The National Endowment for the Humanities (NEH) is a federal agency created in 1965 with the mission of “serving the nation by promoting the humanities and giving lessons of history to all Americans.” …”
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Experience of organizing foster families for elderly citizens in the subjects of the Russian Federation by R. M. Sadykov, N. L. Bolshakova

“…The article discusses a special and effective form of living arrangements for the elderly and disabled in a foster family in the regional entities of the Russian Federation. The experience of organizing a foster or substitute family has been developed in a number of European countries and the USA. …”
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The Florida Agricultural Handbook of Solid and Hazardous Waste Regulation: Federal Agencies by Michael T. Olexa, Christopher Hill

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