Alex Beatson

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 14

Top Topics

Efficient Optimization

Top Venues

Biomed. Signal Process. Control.

Publications

Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams
Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh. CoRR (2022)
Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams
Randomized Automatic Differentiation. ICLR (2021)
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. CoRR (2020)
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. ICLR (2020)
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
Learning Composable Energy Surrogates for PDE Order Reduction. CoRR (2020)
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
Learning Composable Energy Surrogates for PDE Order Reduction. NeurIPS (2020)
Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. ICML (2020)
Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams
Randomized Automatic Differentiation. CoRR (2020)
Alex Beatson, Ryan P. Adams
Efficient Optimization of Loops and Limits with Randomized Telescoping Sums. CoRR (2019)
Alex Beatson, Ryan P. Adams
Efficient optimization of loops and limits with randomized telescoping sums. ICML (2019)
Sachin Ravi, Alex Beatson
Amortized Bayesian Meta-Learning. ICLR (Poster) (2019)
Ari Seff, Alex Beatson, Daniel Suo, Han Liu
Continual Learning in Generative Adversarial Nets. CoRR (2017)
Alex Beatson, Zhaoran Wang, Han Liu
Blind Attacks on Machine Learners. NIPS (2016)
Vincent 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
Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction. Biomed. Signal Process. Control. 23 (2016)
Yeong Shiong Chiew, Christopher G. Pretty, Alex Beatson, Daniel Glassenbury, Vincent Major, Simon Corbett, Daniel P. Redmond, Ákos Szlávecz, Geoffrey M. Shaw, J. Geoffrey Chase
Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation. EMBC (2015)
Alex Beatson, Richard D. Green
Calculating a Vagal Tone Index using Webcam Photoplethysmography. IVCNZ (2014)