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ORCIDAlex Beatson
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- affiliation: Princeton University
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2020 – today
- 2022
[i6]Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams:
Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh. CoRR abs/2211.01604 (2022)- 2021
- [c9]Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams:
Randomized Automatic Differentiation. ICLR 2021 - 2020
- [c8]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 - [c7]Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams:
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. ICML 2020: 10638-10647 - [c6]Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams:
Learning Composable Energy Surrogates for PDE Order Reduction. NeurIPS 2020 - [i5]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 abs/2004.00353 (2020) - [i4]Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams:
Learning Composable Energy Surrogates for PDE Order Reduction. CoRR abs/2005.06549 (2020) - [i3]Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P. Adams:
Randomized Automatic Differentiation. CoRR abs/2007.10412 (2020)
2010 – 2019
- 2019
- [c5]Sachin Ravi, Alex Beatson:
Amortized Bayesian Meta-Learning. ICLR (Poster) 2019 - [c4]Alex Beatson, Ryan P. Adams:
Efficient optimization of loops and limits with randomized telescoping sums. ICML 2019: 534-543 - [i2]Alex Beatson, Ryan P. Adams:
Efficient Optimization of Loops and Limits with Randomized Telescoping Sums. CoRR abs/1905.07006 (2019) - 2017
- [i1]Ari Seff, Alex Beatson, Daniel Suo, Han Liu:
Continual Learning in Generative Adversarial Nets. CoRR abs/1705.08395 (2017) - 2016
- [j1]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:
Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction. Biomed. Signal Process. Control. 23: 1-9 (2016) - [c3]Alex Beatson, Zhaoran Wang, Han Liu:
Blind Attacks on Machine Learners. NIPS 2016: 2397-2405 - 2015
- [c2]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:
Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation. EMBC 2015: 5315-5318 - 2014
- [c1]Alex Beatson, Richard D. Green:
Calculating a Vagal Tone Index using Webcam Photoplethysmography. IVCNZ 2014: 242
Coauthor Index
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