Abstract: Gradient-based Bi-Level Optimization (BLO) methods have been widely applied to handle modern learning tasks. However, most existing strategies are theoretically designed based on restrictive ...

An open source FaaS (Function as a Service) framework based on Express for writing portable Node.js functions. The Functions Framework lets you write lightweight functions that run in many different ...

Update (11/21): Respondents strongly favor converting the bridge from its current day-to-day function to a recreational amenity in a Pittsburgh’s Public Source poll on Instagram. The poll went live on ...

Abstract: We develop a novel 2D functional learning framework that employs a sparsity-promoting regularization based on second-order derivatives. Motivated by the nature of the regularizer, we ...