Presenter: Luca ColombaMonday, April 27th, 2022 17:00Location: SmartData@Covivio Clustering is among the most popular unsupervised data mining tasks. Within the years, density-based clustering algorithms proved to be one of the most prominent strategies to identify clusters and noisy points. Such methodology encompasses a large variety of clustering algorithms that focus […]
Monthly Archives: April 2022
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Presenter: Marco CaniniTuesday, April 26th, 2022 14:00Location: Sala Ciminiera, 5th floor Corso Castelfidardo 34 ABSTRACT Scaling deep learning to a large cluster of workers is challenging due to high communication overheads that data-parallelism entails. This talk describes our efforts to rein in distributed deep learning’s communication bottlenecks. We describe SwitchML, […]