Essays about: "independent and identically distributed"
Showing result 1 - 5 of 8 essays containing the words independent and identically distributed.
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1. Experiments of Federated Learning on Raspberry Pi Boards
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, companies of all sizes have become increasingly dependent on customer user data and processing it using machine learning (ML) methods. These methods do, however, require the raw user data to be stored locally on a server or cloud service, raising privacy concerns. READ MORE
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2. Modeling life expectancies : A spatial analysis
University essay from Uppsala universitet/Statistiska institutionenAbstract : In the present paper, we examine the effect of socioeconomic characteristics on the life expectancy of men and women in the Stockholm metropolitan area. Detailed individual data allows for a novel approach where observations can be displayed in high resolution. READ MORE
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3. 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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4. Towards Understanding slag build-up in a Grate-Kiln furnace : A study of what parameters in the Grate-Kiln furnace leads to increased slag build-up, in a modern pellet production kiln
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : As more data is being gathered in industrial production facilities, the interest in applying machine learning models to the data is growing. This includes the iron ore mining industry, and in particular the build-up of slag in grate-kiln furnaces. READ MORE
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5. A PIT - Based approach to Validation of Electricity Spot Price Models
University essay from KTH/Matematisk statistikAbstract : The modeling of electricity spot prices is still in its early stages, with various different competing models being proposed by different researchers. This makes model evaluation and comparison research an important area, for practitioners and researchers alike. READ MORE
