Bahti Zakirov

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

Normative and task-driven theories offer powerful top-down explanations for biological systems, yet the goals of quantitatively arbitrating between competing theories, and utilizing them as inductive biases to improve data-driven fits of real biological datasets are prohibitively laborious, and ofte…