Barrett, David

8 publications

NeurIPS 2022 Why Neural Networks Find Simple Solutions: The Many Regularizers of Geometric Complexity Benoit Dherin, Michael Munn, Mihaela Rosca, David Barrett

ICML 2021 Discretization Drift in Two-Player Games Mihaela C Rosca, Yan Wu, Benoit Dherin, David Barrett

ICLR 2021 Implicit Gradient Regularization David Barrett, Benoit Dherin

ICLR 2021 On the Origin of Implicit Regularization in Stochastic Gradient Descent Samuel L Smith, Benoit Dherin, David Barrett, Soham De

ICML 2020 An Explicitly Relational Neural Network Architecture Murray Shanahan, Kyriacos Nikiforou, Antonia Creswell, Christos Kaplanis, David Barrett, Marta Garnelo

ICLR 2019 Learning to Make Analogies by Contrasting Abstract Relational Structure Felix Hill, Adam Santoro, David Barrett, Ari Morcos, Timothy Lillicrap

ICML 2018 Measuring Abstract Reasoning in Neural Networks David Barrett, Felix Hill, Adam Santoro, Ari Morcos, Timothy Lillicrap

NeurIPS 2012 Learning Optimal Spike-Based Representations Ralph Bourdoukan, David Barrett, Sophie Deneve, Christian K. Machens