Alissa M Hummer

Kernel-Based Evaluation of Conditional Biological Sequence Models

We propose a set of kernel-based tools to evaluate the designs and tune the hyperparameters of conditional sequence models, with a focus on problems in computational biology. The backbone of our tools is a new measure of discrepancy between the true conditional distribution and the model's estimate,…