Image credit: Datanami

Probabilistic Models in Bioinformatics

Since the second year of my PhD, I have focused on applying deep learning and probabilistic models to real bioinformatics problems. Understanding and analysing high-dimensional datasets is still a challenge in bioinformatics, and many traditional methods do not work well. In contrast, I believe it is promising to utilise probabilistic models because they entail sound theory and philosophy.