Alex Beatson

16 papers A* 5Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh.
CoRR
Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams
2021 A* conf
Randomized Automatic Differentiation.
ICLR
Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams
2020 A* conf
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization.
ICML
Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams
2020 A* conf
Learning Composable Energy Surrogates for PDE Order Reduction.
NeurIPS
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
2020 J jnl
Learning Composable Energy Surrogates for PDE Order Reduction.
CoRR
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
2020 J jnl
Randomized Automatic Differentiation.
CoRR
Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams
2020 A* conf
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models.
ICLR
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
2020 J jnl
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models.
CoRR
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
2019 — conf
Amortized Bayesian Meta-Learning.
ICLR (Poster)
Sachin Ravi, Alex Beatson
2019 J jnl
Efficient Optimization of Loops and Limits with Randomized Telescoping Sums.
CoRR
Alex Beatson, Ryan P. Adams
2019 A* conf
Efficient optimization of loops and limits with randomized telescoping sums.
ICML
Alex Beatson, Ryan P. Adams
2017 J jnl
Continual Learning in Generative Adversarial Nets.
CoRR
Ari Seff, Alex Beatson, Daniel Suo, Han Liu
2016 — conf
Blind Attacks on Machine Learners.
NIPS
Alex Beatson, Zhaoran Wang, Han Liu
2016 J jnl
Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction.
Biomed. Signal Process. Control.
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
2015 — conf
Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation.
EMBC
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
2014 Misc conf
Calculating a Vagal Tone Index using Webcam Photoplethysmography.
IVCNZ
Alex Beatson, Richard D. Green