Alex Beatson

According to our database, Alex Beatson authored at least 12 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh.

Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams

CoRR, 2022

2021

Randomized Automatic Differentiation.

Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Learning Composable Energy Surrogates for PDE Order Reduction.

Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Amortized Finite Element Analysis for Fast PDE-Constrained Optimization.

Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams

Proceedings of the 37th International Conference on Machine Learning, 2020

SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models.

Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Efficient optimization of loops and limits with randomized telescoping sums.

Alex Beatson, Ryan P. Adams

Proceedings of the 36th International Conference on Machine Learning, 2019

Amortized Bayesian Meta-Learning.

Sachin Ravi, Alex Beatson

Proceedings of the 7th International Conference on Learning Representations, 2019

2017

Continual Learning in Generative Adversarial Nets.

Ari Seff, Alex Beatson, Daniel Suo, Han Liu

CoRR, 2017

2016

Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction.

Vincent J. Major, Simon Corbett, Daniel P. Redmond, Alex Beatson, Daniel Glassenbury, Yeong Shiong Chiew, Christopher G. Pretty, Thomas Desaive, Ákos Szlávecz, Balázs Benyó, Geoffrey M. Shaw, J. Geoffrey Chase

Biomed. Signal Process. Control., 2016

Blind Attacks on Machine Learners.

Alex Beatson, Zhaoran Wang, Han Liu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation.

Yeong Shiong Chiew, Christopher G. Pretty, Alex Beatson, Daniel Glassenbury, Vincent J. Major, Simon Corbett, Daniel P. Redmond, Ákos Szlávecz, Geoffrey M. Shaw, J. Geoffrey Chase

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Calculating a Vagal Tone Index using Webcam Photoplethysmography.

Alex Beatson, Richard D. Green

Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014