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A Universal Approximation Theorem for Tychonoff Spaces with Application to Spaces of Probability and Finite Measures
DownloadFall 2022
Universal approximation refers to the property of a collection of functions to approximate continuous functions. Past literature has demonstrated that neural networks are dense in continuous functions on compact subsets of finite-dimensional spaces, and this document extends those findings to...
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Fall 2018
Temporal-difference (TD) learning is an important approach for predictive knowledge representation and sequential decision making. Within TD learning exists multi-step methods which unify one-step TD learning and Monte Carlo methods in a way where intermediate algorithms can outperform either...
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Fall 2013
Medical image registration and segmentation are challenging because, medical images are generally corrupted by noise, image artifacts and the various anatomical regions of interest in medical images often do not have distinct sharp boundaries. However, these anatomical regions frequently...
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A typological and technological analysis of stone artefacts from the Magubike archaeological site, Iringa Region, southern Tanzania
DownloadFall 2010
Previous archaeological research in southern Tanzania has focused on Plio-Pleistocene sites documenting early hominid evolution, or alternatively, the late Holocene Later Stone Age and Iron Age sites documenting the transition from foraging to food production. However, recent surveys and test...