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Showing result 1 - 5 of 1055 essays matching the above criteria.
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1. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving a noticeable gap in FL research specifically for regression models. READ MORE
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2. Shifting focus from yields to food supply : an evaluation of the ‘number of people fed per hectare’ indicator at farm and national level
University essay from SLU/Department of Molecular SciencesAbstract : The challenge of feeding a growing global population while reducing the pressure on climate and ecosystems has gained much attention in research over the last decades. A crucial yet often overlooked aspect in research addressing this complex challenge is the efficiency of food production in meeting nutritional needs within the constraints of global cropland resources. READ MORE
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3. Estimating Variant Intolerance for Genes of Cattle
University essay from SLU/Dept. of Animal Breeding and GeneticsAbstract : Cattle play a crucial role in providing nutrition and economic stability worldwide. Threats to their health, particularly infectious diseases, and genetic mutations, can have profound implications for both animal and human livelihoods. READ MORE
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4. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models
University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronikAbstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving a noticeable gap in FL research specifically for regression models. READ MORE
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5. Increasing Governance Capacity and Governance Legitimacy. A Case Study of the Lithuanian Crisis Management System.
University essay from Lunds universitet/Avdelningen för Riskhantering och SamhällssäkerhetAbstract : In 2022, the Government of Lithuania approved the new Crisis Management and Civil Safety law to establish the National Crisis Management Centre (NCMC). This thesis was written during the initial phase of the NCMC creation process. READ MORE
