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Employment (1)

Google (United States): Mountain View, California, US

2014-01 to 2019-10 | Senior Software Engineer (Google Brain)
Employment
Source: Self-asserted source
Christopher Shallue

Education and qualifications (2)

Harvard University: Cambridge, Massachusetts, US

2019-09 to present | PhD (Astronomy)
Education
Source: Self-asserted source
Christopher Shallue

Monash University: Melbourne, Victoria, AU

2009-03 to 2012-06 | Bachelor of Science with Honours (Mathematics)
Education
Source: Self-asserted source
Christopher Shallue

Works (16)

Warm Hawking relics from primordial black hole domination

Journal of Cosmology and Astroparticle Physics
2025-02-01 | Journal article
DOI: 10.1088/1475-7516/2025/02/026
Contributors: Christopher J. Shallue; Julian B. Muñoz; Gordan Z. Krnjaic
Source: check_circle
Crossref

Characterization of K2-167 b and CALM, a new stellar activity mitigation method

Monthly Notices of the Royal Astronomical Society
2024-03-06 | Journal article
DOI: 10.1093/mnras/stae207
Contributors: Zoë L de Beurs; Andrew Vanderburg; Erica Thygesen; Joseph E Rodriguez; Xavier Dumusque; Annelies Mortier; Luca Malavolta; Lars A Buchhave; Christopher J Shallue; Sebastian Zieba et al.
Source: check_circle
Crossref

Reconstructing cosmological initial conditions from late-time structure with convolutional neural networks

Monthly Notices of the Royal Astronomical Society
2023-02-22 | Journal article
DOI: 10.1093/mnras/stad528
Contributors: Christopher J Shallue; Daniel J Eisenstein
Source: check_circle
Crossref

Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks

The Astronomical Journal
2022-08-01 | Journal article
DOI: 10.3847/1538-3881/ac738e
Contributors: Zoe. L. de Beurs; Andrew Vanderburg; Christopher J. Shallue; Xavier Dumusque; Andrew Collier Cameron; Christopher Leet; Lars A. Buchhave; Rosario Cosentino; Adriano Ghedina; Raphaëlle D. Haywood et al.
Source: check_circle
Crossref

A large batch optimizer reality check: Traditional, generic optimizers suffice across batch sizes

arXiv preprint arXiv:2102.06356
2021 | Journal article
Source: Self-asserted source
Christopher Shallue

Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks

arXiv preprint arXiv:2011.00003
2020 | Journal article
Source: Self-asserted source
Christopher Shallue

Faster neural network training with data echoing

arXiv preprint arXiv:1907.05550
2019 | Journal article
Source: Self-asserted source
Christopher Shallue

Identifying exoplanets with deep learning. ii. two new super-earths uncovered by a neural network in k2 data

The Astronomical Journal
2019 | Journal article
Source: Self-asserted source
Christopher Shallue

Identifying exoplanets with deep learning. III. Automated triage and vetting of TESS candidates

The Astronomical Journal
2019 | Journal article
Source: Self-asserted source
Christopher Shallue

On empirical comparisons of optimizers for deep learning

arXiv preprint arXiv:1910.05446
2019 | Journal article
Source: Self-asserted source
Christopher Shallue

Which algorithmic choices matter at which batch sizes? insights from a noisy quadratic model

Advances in neural information processing systems
2019 | Journal article
Source: Self-asserted source
Christopher Shallue

Embedding text in hyperbolic spaces

Twelfth Workshop on Graph-Based Methods for Natural Language Processing
2018 | Conference paper
Source: Self-asserted source
Christopher Shallue

Identifying exoplanets with deep learning: A five-planet resonant chain around kepler-80 and an eighth planet around kepler-90

The Astronomical Journal
2018 | Journal article
Source: Self-asserted source
Christopher Shallue

Measuring the effects of data parallelism on neural network training

Journal of Machine Learning Research
2018 | Journal article
Source: Self-asserted source
Christopher Shallue

Permutation polynomials and orthomorphism polynomials of degree six

Finite Fields and Their Applications
2013 | Journal article
Source: Self-asserted source
Christopher Shallue

Permutation polynomials of finite fields

2012 | Dissertation or Thesis
Source: Self-asserted source
Christopher Shallue
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