no code implementations • 25 Mar 2019 • Zenna Tavares, Xin Zhang, Edgar Minaysan, Javier Burroni, Rajesh Ranganath, Armando Solar Lezama
The need to condition distributional properties such as expectation, variance, and entropy arises in algorithmic fairness, model simplification, robustness and many other areas.
no code implementations • 16 Jan 2019 • Zenna Tavares, Javier Burroni, Edgar Minaysan, Armando Solar Lezama, Rajesh Ranganath
We develop a likelihood free inference procedure for conditioning a probabilistic model on a predicate.