Christopher J. Shallue
Center for Astrophysics Harvard & Smithsonian(US)
Publications by Year
Research Areas
Astronomy and Astrophysical Research, Stellar, planetary, and galactic studies, Advanced Neural Network Applications, Cosmology and Gravitation Theories, Gamma-ray bursts and supernovae
Most-Cited Works
- → On Empirical Comparisons of Optimizers for Deep Learning(2019)185 cited
- → Measuring the Effects of Data Parallelism on Neural Network Training(2018)163 cited
- → Identifying Exoplanets with Deep Learning. II. Two New Super-Earths Uncovered by a Neural Network in K2 Data(2019)67 cited
- → The EXPRES Stellar Signals Project II. State of the Field in Disentangling Photospheric Velocities(2022)56 cited
- → Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks(2022)43 cited
- → Faster Neural Network Training with Data Echoing(2019)33 cited
- → Permutation polynomials and orthomorphism polynomials of degree six(2012)31 cited
- → Reconstructing cosmological initial conditions from late-time structure with convolutional neural networks(2023)26 cited
- → Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model(2019)15 cited