From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization.

Qiang Zhang Ruida Zhou Yang Shen Tie Liu

Published in: CoRR (2024)

Keyphrases

global optimization
optimization problems
optimization algorithm
density function
data sets
spatial distribution
data distribution
unsupervised learning
data driven
machine learning
neural network
real time
sample complexity
normal distribution
distribution function
discriminative learning
spatial coordinates