AutoBayes: Automated Bayesian Graph Exploration for Nuisance- Robust Inference

Learning data representations that capture task-related features, but are invariant to nuisance variations remains a key challenge in machine learning. We introduce an automated Bayesian inference framework, called AutoBayes, that explores different graphical models linking classifier, encoder, deco...

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Bibliographic Details
Main Authors: Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9373307/