LOTTERY TICKET STRUCTURED NODE PRUNING FOR TABULAR DATASETS

Lottery Ticket Structured Node Pruning for Tabular Datasets

This paper experiments with well known pruning approaches, iterative and one-shot, and presents a new approach to lottery ticket pruning applied to tabular neural networks based on iterative pruning.Our contribution is a standard model for comparison in terms of speed and performance for tabular datasets that often do not get optimized through rese

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Impact of air pollution on the development of asthma

Air pollution affects the origin and evolution of respiratory diseases.The increased frequency of asthma in recent years has been associated with 116 growth air pollutants and small particles produced from the combustion of petroleum or cigarette smoke.Some mechanisms of how these contaminants can influence asthma and other Collections allergic dis

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