Essays about: "the Random Cluster Model"
Showing result 6 - 10 of 28 essays containing the words the Random Cluster Model.
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6. Cluster selection for Clustered Federated Learning using Min-wise Independent Permutations and Word Embeddings
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Federated learning is a widely established modern machine learning methodology where training is done directly on the client device with local client data and the local training results are shared to compute a global model. Federated learning emerged as a result of data ownership and the privacy concerns of traditional machine learning methodologies where data is collected and trained at a central location. READ MORE
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7. The self-exciting Hawkes processand dynamic contagion
University essay from Uppsala universitet/Sannolikhetsteori och kombinatorikAbstract : We introduce the necessary theory to construct self-exciting processes, particularly random and Poisson measures. Our goal is to show how to work with and analyze self-exciting processes. We consider a Hawkes process with the exponential kernel, a counting process with an intensity that depends on the process itself. READ MORE
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8. Is Investing in Sustainability Financially Rewarding? A Quantitative Study of Public Real Estate Firms in the EU
University essay from Göteborgs universitet/Graduate SchoolAbstract : Background: Since 2015, when the United Nations agreed on the 2030 Agenda for Sustainability Development, actions and requirements have been obligated for industries and companies all around the world. The sector with the largest carbon footprint is the building sector which accounts for 30% of greenhouse gas emissions globally and it consumes 40% of the world’s energy. READ MORE
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9. Application failure predictions from neural networks analyzing telemetry data
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : ith the revolution of the internet, new applications have emerged in our daily life. People are dependent on services for transportation, bank matters, and communication. Services availability is crucial for their survival and competition against other service providers. Achieving good availability is a challenging task. READ MORE
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10. Application of data-driven models in exploring cyanobacterial bloom risks in Lake Mälaren
University essay from KTH/Hållbar utveckling, miljövetenskap och teknikAbstract : Cyanobacteria are a unique organism, a bacterium that develop photosynthesis, thus it contains chlorophyll, a pigment commonly associated to algae. For this reason, cyanobacteria are also known as blue-green algae. One of the secondary metabolites of cyanobacteria is cyanotoxin, a substance which is hepatoxic, neurotoxic, and dermatoxic. READ MORE
