Titlebook: Making the Most of Fieldwork Education; A Practical Approach Auldeen Alsop,Susan Ryan Book 1996 Auldeen Alsop and Susan Ryan 1996 assessmen

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Auldeen Alsop,Susan Ryanevious result on this problem is mainly of theoretical importance and has several issues (. high sample complexity and non-scalable) which hinder its applicability, especially, in big data. To deal with these issues, we propose in this paper a new method called Differentially Private Trust Region, a

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n Mixture Models. We study (i) an EM-based approach that clusters these trajectories incrementally as a reference method that has access to all the data for learning, and propose (ii) an online algorithm based on a Kalman filter that efficiently tracks the trajectories of Gaussian clusters. We show

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Auldeen Alsop,Susan RyanWe present the results of an experimental evaluation on three datasets and two black box models. Besides providing the most useful and interpretable explanations, we show that the proposed method outperforms existing explainers in terms of fidelity, relevance, coherence, and stability.