Owen Lewis

Projects

Learning and Reasoning in Symbolic Domains
The development of geometrical intuitions
The development of intuitive psychology

CBMM Publications

O. Lewis and Hermann, K., “Data for free: Fewer-shot algorithm learning with parametricity data augmentation”, in ICLR 2019, 2019.
O. Lewis, “Structured learning and inference with neural networks and generative models”, 2018.
O. Lewis and Poggio, T., “Object and Scene Perception”, in From Neuron to Cognition via Computational Neuroscience, Cambridge, MA, USA: The MIT Press, 2016.
K. Ellis and Lewis, O., “Metareasoning in Symbolic Domains”, in NIPS Workshop | Bounded Optimality and Rational Metareasoning, 2015.