Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes

Bahti Zakirov, Gašper Tkačik

Normative and task-driven theories offer powerful top-down explanations for biological systems, yet the goals of quantitatively arbitrating between competing theories, and utilizin…