Search
Now showing items 1-2 of 2
Probabilistic Models of Structure in Biological Sequences
(2018-09-25)
The machinery of life is encoded in biological polymers for which sequence, structure, and function are intimately connected. This dissertation presents new probabilistic models for uncovering these connections from ...
Detecting Meaningful Relationships in Large Data Sets
(2018-05-01)
As data sets grow and algorithms scale, two questions have become central to data-rich science. The first is the exploration question: how can we avoid only testing hypotheses consistent with current models and instead ...