Mitigating over-exploration in latent space optimization using LES

Omer Ronen, Ahmed Imtiaz Humayun, Richard Baraniuk +2

We develop Latent Exploration Score (LES) to mitigate over-exploration in Latent Space Optimization (LSO), a popular method for solving black-box discrete optimization problems. LS…