Título: Milestone: self-adaptation process mechanism for non-functional requirements Data: 11/07/2024 Horário: 10h Local: Online   Resumo: As systems become increasingly complex and environments more dynamic, the need for approaches to conceive and manage systems has given rise to the emergence of self-adaptive systems. These systems autonomously adjust their behavior in response to changes in the environment, achieved through […]

Título: Deep Representation Learning and Amortized Inference for Gaussian Processes Data: 10/07/2024 Horário: 14h Local: Online (meet.google.com/aig-uqjs-nve)   Resumo: Deep Kernel Learning (DKL) enables using Gaussian Process (GP) models for complex data domains (e.g. images and graphs) by coupling standard kernels and deep neural networks. However, training DKL is challenging and often leads to overfitting. Most notably, DKL […]