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Macaroni: Crawling and Enriching Metadata from Public Model Zoos
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Ziyu Li, Henk Kant, Rihan Hai, Asterios Katsifodimos, Alessandro Bozzon
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Macaroni: Crawling and Enriching Metadata from Public Model Zoos
Optimizing machine learning inference queries for multiple objectives
The proliferation of pre-trained ML models in public Web-based model zoos facilitates the engineering of ML pipelines to address …
Ziyu Li, Mariette Schönfeld, Wenbo Sun, Marios Fragkoulis, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos
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Optimizing machine learning inference queries for multiple objectives
Amalur: Data Integration Meets Machine Learning
Machine learning (ML) training data is often scattered across disparate collections of datasets, called data silos. This fragmentation …
Rihan Hai, Christos Koutras, Andra Ionescu, Ziyu Li, Wenbo Sun, Jessie Van Schijndel, Yan Kang, Asterios Katsifodimos
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Amalur: Data Integration Meets Machine Learning