Essays about: "deterministisk sampling"
Found 2 essays containing the words deterministisk sampling.
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1. An Empirical Evaluation of Context Aware Clustering of Bandits using Thompson Sampling
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : Stochastic bandit algorithms are increasingly being used in the domain of recommender systems, when the environment is very dynamic and the items to recommend are frequently changing over time. While traditional approaches consider a single bandit instance which assumes all users to be equal, recent developments in the literature showed that the quality of recommendations can be improved when individual bandit instances for different users are considered and clustering techniques are used. READ MORE
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2. Ensemble for Deterministic Sampling with positive weights : Uncertainty quantification with deterministically chosen samples
University essay from Uppsala universitet/Tillämpad kärnfysikAbstract : Knowing the uncertainty of a calculated result is always important, but especially so when performing calculations for safety analysis. A traditional way of propagating the uncertainty of input parameters is Monte Carlo (MC) methods. A quicker alternative to MC, especially useful when computations are heavy, is Deterministic Sampling (DS). READ MORE