no code implementations • 1 Jan 2021 • Daniel Lengyel, Nicholas Jennings, Panos Parpas, Nicholas Kantas
The intuitive connection to robustness and convincing empirical evidence have made the flatness of the loss surface an attractive measure of generalizability for neural networks.
no code implementations • 23 Oct 2013 • Steven Reece, Stephen Roberts, Siddhartha Ghosh, Alex Rogers, Nicholas Jennings
We apply our approach to model the thermal dynamics of domestic buildings and show that it is effective at predicting day-ahead temperatures within the homes.