Learning the Geometry of Admissible Hypotheses through Inductive Bias in Training Distributions

James Crowley, Faez Ahmed, Anton van Beek

Scientific discovery often requires reasoning over competing hypotheses that are consistent with experimental observations. For mixed-variable and combinatorial hypothesis spaces,…