Christopher J. Shallue

Statistics

Publications

Citations

646

H-Index

Active since

2012

Affiliations

Center for Astrophysics Harvard & Smithsonian(Current)

Massachusetts Institute of Technology

Google (United States)

University of Toronto

The University of Texas at Austin

Christopher J. Shallue is an author at Center for Astrophysics Harvard & Smithsonian specializing in machine learning, deep learning, and computer science.

ORCID

Publications per year

2012–2023

Publications

On Empirical Comparisons of Optimizers for Deep Learning

Dami Choi, Christopher J. Shallue, Zachary Nado et al. · arXiv (Cornell University) · 2019 · 188 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Measuring the Effects of Data Parallelism on Neural Network Training

Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini et al. · arXiv (Cornell University) · 2018 · 163 citations · Full text

Computing, Computer Engineering, Computer Science +14

Identifying Exoplanets with Deep Learning. II. Two New Super-Earths Uncovered by a Neural Network in K2 Data

Anne Dattilo, Andrew Vanderburg, Christopher J. Shallue et al. · The Astronomical Journal · 2019 · 68 citations · Full text

Natural Sciences, Astronomy, Computer Science +16

The EXPRES Stellar Signals Project II. State of the Field in Disentangling Photospheric Velocities

Lily Zhao, Debra A. Fischer, Eric B. Ford et al. · The Astronomical Journal · 2022 · 58 citations · Full text

Natural Sciences, Astronomy, Observational Astronomy +13

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

Zoë L. de Beurs, Andrew Vanderburg, Christopher J. Shallue et al. · Research Padua Archive (University of Padua) · 2022 · 47 citations · Full text

Natural Sciences, Astronomy, Physics +17

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