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Abstract: Federated learning (FL) has gained widespread adoption for training artificial intelligence (AI) models while ensuring the confidentiality of client data. However, this privacy-preserving ...

Abstract: Deep learning (DL) models are generally less able to maintain their performance in out-of-domain (OOD) testing. Model transferability is crucial, especially when a model needs to be applied ...

When it was founded in 2017, the shoe brand Kizik was on a mission to bring hands-free shoe technology into the mainstream. It’s now taking two big steps to further that goal. Kizik’s parent company ...

Machine learning skills improve when concepts are applied through regular, structured, hands-on projects. Working on projects across text, images, and data builds a well-rounded understanding of ...