I am a Research Scientist at Facebook. I hold a PhD in Computer Science. My current work focuses on model uncertainty and robustness. I’m generally interested in probabilistic modeling and its applications to deep learning. I am particularly interested in adversarial machine learning and adaptive methods such as meta-learning and active learning.
Probabilistic modeling, Bayesian inference, variational inference, meta-learning, active learning, adversarial machine learning