Associate Professor, Australian National University
2 papers at NeurIPS 2025
Squared families of probability distributions are conjugate prior families for many likelihoods with applications including regression.
We learn a generative model of the Pareto set that can be conditioned on subjective preferences, without retraining, for online multi-objective optimization tasks on discrete/mixed spaces.
