Variational Auto-Regressive Gaussian Processes for Continual Learning
Sanyam Kapoor, Theofanis Karaletsos, Thang D. Bui
People
Research Scientist
I work on probabilistic machine learning, deep learning, and probabilistic programming in the Uncertainty team within Probability at Meta.
In my recent work, I have focused on researching Bayesian Neural Networks and decision making under Uncertainty. I am interested in building data-efficient systems that are aware of and utilize their own uncertainty.
In my past, I was a researcher and at Uber AI Labs and startup Geometric Intelligence, where I contributed to projects such as the Pyro probabilistic programming language (pyro.ai ). I have previously worked on probabilistic modeling & ML for Biology, Healthcare, and Computer Vision applications.
Probabilistic modeling and probabilistic programming, Bayesian inference, deep learning, decision making under uncertainty
Sanyam Kapoor, Theofanis Karaletsos, Thang D. Bui
Theofanis Karaletsos, Thang D. Bui