Non-identifiability and the blessings of misspecification in models of molecular fitness
Understanding the consequences of mutation for molecular fitness and function is a
fundamental problem in biology. Recently, generative probabilistic models have emerged as …
fundamental problem in biology. Recently, generative probabilistic models have emerged as …
Nonparametric Methods for Building and Evaluating Models of Biological Sequences
AN Amin - 2023 - search.proquest.com
Probabilistic models of biological sequences are used to design drugs, make predictions
about human health, and learn basic biology. Sequence data is high dimensional so a …
about human health, and learn basic biology. Sequence data is high dimensional so a …