Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning.

Charles Dickens Changyu Gao Connor Pryor Stephen J. Wright Lise Getoor

Published in: CoRR (2024)

Keyphrases

learning algorithm
knowledge acquisition
supervised learning
global optimization
online learning
kernel machines
prior knowledge
optimization algorithm
loss function
learning tasks
convex optimization
probabilistic inference
structured prediction
convex programming
neural learning