Gaunt, Alexander L.

9 publications

ICLR 2022 Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond Jonathan Godwin, Michael Schaarschmidt, Alexander L Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Veličković, James Kirkpatrick, Peter Battaglia

ICLR 2019 Deterministic Variational Inference for Robust Bayesian Neural Networks Anqi Wu, Sebastian Nowozin, Edward Meeds, Richard E. Turner, José Miguel Hernández-Lobato, Alexander L. Gaunt

ICLR 2019 Generative Code Modeling with Graphs Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov

ICLR 2019 Learning to Represent Edits Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt

ICLR 2017 DeepCoder: Learning to Write Programs Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, Daniel Tarlow

ICML 2017 Differentiable Programs with Neural Libraries Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

ICLR 2017 Lifelong Perceptual Programming by Example Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

ICLR 2017 Neural Functional Programming John K. Feser, Marc Brockschmidt, Alexander L. Gaunt, Daniel Tarlow

ICLR 2017 Neural Program Lattices Chengtao Li, Daniel Tarlow, Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman