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We hypothesize that curriculum learning has both an effect on the speed of convergence of the training process to a minimum and in the case of non-convex criteria on the quality of the local minima obtained: curriculum learning can be seen as a particular form of continuation method (a general strategy for global optimization of non-convex functions)

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1 4 3 References For Chapter 1: Exploratory Data Analysis

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1 4 3 References For Chapter 1: Exploratory Data Analysis

Devaney Judy (1997) Equation Discovery Through Global Self-Referenced Geometric Intervals and Machine Learning Ph d thesis George Mason University Fairfax VA Draper and Smith (1981) Applied Regression Analysis 2nd ed John Wiley and Sons du Toit Steyn and Stumpf (1986) Graphical Exploratory Data Analysis Springer-Verlag

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Dieless NC forming or incremental sheet forming is a numerically controlled incremental process that can produce complex shapes from various materials The process is based on localized plastic deformation in the sheet metal blank It was developed as an alternative manufacturing method to prototype sheet metal stampings and produce panels in small lot sizes

Plastics

to return a recovered resin to resin-like quality and the potential to recover a valuable feedstock from products that are economically challenging to recycle When plastic is mechanically recycled even small levels of contamination can compromise the performance of the resin However because

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Network quality remains top of mind for telecom executives Network quality Sales setup Customer services Marketing and product development Branding Note: pp = percentage points Source: A T Kearney analysis Today •† •" '' •" š† †" "• šš †" pp †' pp †"' pp –€ pp †€' pp In ive years Networks

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PP

Science technology and mathematics Biology and medicine Vitamin PP or nicotinamide Pancreatic polypeptide a polypeptide secreted by PP cells PP cell or pancreatic polypeptide cell pro parte abbreviated p p for a type of synonymy in taxonomy Computing PP (complexity) a probabilistic polynomial time complexity class PP-format (Post Processing Format) a file format for

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