Search Results for author: Nicholas Jennings

Found 2 papers, 0 papers with code

On Flat Minima, Large Margins and Generalizability

no code implementations1 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.

Efficient State-Space Inference of Periodic Latent Force Models

no code implementations23 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.

Computational Efficiency

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