Identifying exoplanets with deep learning: A five-planet resonant chain around kepler-80 and an eighth planet around kepler-90 CJ Shallue, A Vanderburg The Astronomical Journal 155 (2), 94, 2018 | 449 | 2018 |
Measuring the effects of data parallelism on neural network training CJ Shallue, J Lee, J Antognini, J Sohl-Dickstein, R Frostig, GE Dahl Journal of Machine Learning Research 20 (112), 1-49, 2018 | 419 | 2018 |
On empirical comparisons of optimizers for deep learning D Choi, CJ Shallue, Z Nado, J Lee, CJ Maddison, GE Dahl arXiv preprint arXiv:1910.05446, 2019 | 343 | 2019 |
Embedding text in hyperbolic spaces B Dhingra, CJ Shallue, M Norouzi, AM Dai, GE Dahl Twelfth Workshop on Graph-Based Methods for Natural Language Processing, 59-69, 2018 | 162 | 2018 |
Which algorithmic choices matter at which batch sizes? insights from a noisy quadratic model G Zhang, L Li, Z Nado, J Martens, S Sachdeva, G Dahl, C Shallue, ... Advances in neural information processing systems 32, 2019 | 131 | 2019 |
Identifying exoplanets with deep learning. ii. two new super-earths uncovered by a neural network in k2 data A Dattilo, A Vanderburg, CJ Shallue, AW Mayo, P Berlind, A Bieryla, ... The Astronomical Journal 157 (5), 169, 2019 | 77 | 2019 |
Identifying exoplanets with deep learning. III. Automated triage and vetting of TESS candidates L Yu, A Vanderburg, C Huang, CJ Shallue, IJM Crossfield, BS Gaudi, ... The Astronomical Journal 158 (1), 25, 2019 | 69 | 2019 |
Faster neural network training with data echoing D Choi, A Passos, CJ Shallue, GE Dahl arXiv preprint arXiv:1907.05550, 2019 | 51 | 2019 |
The EXPRES stellar signals project II. State of the field in disentangling photospheric velocities LL Zhao, DA Fischer, EB Ford, A Wise, M Cretignier, S Aigrain, ... The Astronomical Journal 163 (4), 171, 2022 | 47 | 2022 |
Deep Learning Tuning Playbook V Godbole, GE Dahl, J Gilmer, CJ Shallue, Z Nado https://github.com/google-research/tuning_playbook, 2023 | 41* | 2023 |
A large batch optimizer reality check: Traditional, generic optimizers suffice across batch sizes Z Nado, JM Gilmer, CJ Shallue, R Anil, GE Dahl arXiv preprint arXiv:2102.06356, 2021 | 38 | 2021 |
Identifying exoplanets with deep learning. IV. Removing stellar activity signals from radial velocity measurements using neural networks ZL de Beurs, A Vanderburg, CJ Shallue, X Dumusque, AC Cameron, ... The Astronomical Journal 164 (2), 49, 2022 | 37 | 2022 |
Permutation polynomials and orthomorphism polynomials of degree six CJ Shallue, IM Wanless Finite Fields and Their Applications 20, 84-92, 2013 | 37 | 2013 |
Reconstructing cosmological initial conditions from late-time structure with convolutional neural networks CJ Shallue, DJ Eisenstein Monthly Notices of the Royal Astronomical Society 520 (4), 6256-6267, 2023 | 14 | 2023 |
Permutation polynomials of finite fields CJ Shallue arXiv preprint arXiv:1211.6044, 2012 | 11 | 2012 |
Characterization of K2-167 b and CALM, a new stellar activity mitigation method ZL de Beurs, A Vanderburg, E Thygesen, JE Rodriguez, X Dumusque, ... Monthly Notices of the Royal Astronomical Society, stae207, 2024 | 1 | 2024 |
Warm Hawking Relics From Primordial Black Hole Domination CJ Shallue, JB Muñoz, GZ Krnjaic arXiv preprint arXiv:2406.08535, 2024 | | 2024 |
Characterization of K2-167 b and CALM, a new stellar activity mitigation method X Dumusque, A Mortier, L Malavolta, LA Buchhave, CJ Shallue, S Zieba, ... | | 2024 |
Systems and methods for reducing idleness in a machine-learning training system using data echoing D Choi, AT Passos, CJ Shallue, GE Dahl US Patent 11,537,949, 2022 | | 2022 |
VizieR Online Data Catalog: Identifying Exoplanets with Deep Learning. IV.(de Beurs+, 2022) ZL de Beurs, A Vanderburg, CJ Shallue, X Dumusque, AC Cameron, ... VizieR Online Data Catalog, J/AJ/164/49, 2022 | | 2022 |