I am a Research Scientist at Facebook working at Facebook Assistant. My interests are in efficient use of small data, such as Active Learning, Transfer Learning, and Continual learning, as well as Federated Learning and on device modeling. My work is largely on specialization of these to NLU. I received my PhD in Statistics, focusing on Active Learning, from the University of Michigan under Ambuj Tewari.
Active learning, federated learning, transfer learning, continual learning