Calculating a Vagal Tone Index using Webcam Photoplethysmography. - Alex Beatson; Richard D. Green (IVCNZ, 2014)

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 (EMBC, 2015)

Blind Attacks on Machine Learners. - Alex Beatson; Zhaoran Wang 001; Han Liu 001 (NIPS, 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)

Continual Learning in Generative Adversarial Nets. - Ari Seff; Alex Beatson; Daniel Suo; Han Liu 001 (CoRR, 2017)

Amortized Bayesian Meta-Learning. - Sachin Ravi; Alex Beatson (ICLR (Poster), 2019)

Efficient optimization of loops and limits with randomized telescoping sums. - Alex Beatson; Ryan P. Adams (ICML, 2019)

SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. - Yucen Luo; Alex Beatson; Mohammad Norouzi 002; Jun Zhu 001; David Duvenaud; Ryan P. Adams; Ricky T. Q. Chen (ICLR, 2020)

Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. - Tianju Xue; Alex Beatson; Sigrid Adriaenssens; Ryan P. Adams (ICML, 2020)

Learning Composable Energy Surrogates for PDE Order Reduction. - Alex Beatson; Jordan T. Ash; Geoffrey Roeder; Tianju Xue; Ryan P. Adams (NeurIPS, 2020)

Randomized Automatic Differentiation. - Deniz Oktay; Nick McGreivy; Joshua Aduol; Alex Beatson; Ryan P. Adams (ICLR, 2021)

Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh. - Tian Qin; Alex Beatson; Deniz Oktay; Nick McGreivy; Ryan P. Adams (CoRR, 2022)