| Deeply uncertain: comparing methods of uncertainty quantification in deep learning algorithms J Caldeira, B Nord Machine Learning: Science and Technology 2 (1), 015002, 2020 | 81 | 2020 |
| DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks J Caldeira, WLK Wu, B Nord, C Avestruz, S Trivedi, KT Story Astronomy and Computing 28, 100307, 2019 | 78 | 2019 |
| Machine learning of high dimensional data on a noisy quantum processor E Peters, J Caldeira, A Ho, S Leichenauer, M Mohseni, H Neven, ... npj Quantum Information 7 (1), 161, 2021 | 69 | 2021 |
| The Role of Machine Learning in the Next Decade of Cosmology M Ntampaka, C Avestruz, S Boada, J Caldeira, J Cisewski-Kehe, ... arXiv preprint arXiv:1902.10159, 2019 | 64 | 2019 |
| PT-symmetric quantum state discrimination CM Bender, DC Brody, J Caldeira, U Günther, BK Meister, BF Samsonov Phil. Trans. R. Soc. A 371 (1989), 20120160, 2013 | 48 | 2013 |
| DeepSZ: identification of Sunyaev–Zel’dovich galaxy clusters using deep learning Z Lin, N Huang, C Avestruz, WLK Wu, S Trivedi, J Caldeira, B Nord Monthly Notices of the Royal Astronomical Society 507 (3), 4149-4164, 2021 | 17 | 2021 |
| Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer J Caldeira, J Job, SH Adachi, B Nord, GN Perdue arXiv preprint arXiv:1911.06259, 2019 | 14 | 2019 |
| Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era B Nord, AJ Connolly, J Kinney, J Kubica, G Narayan, JEG Peek, ... arXiv preprint arXiv:1911.02479, 2019 | 7 | 2019 |
| Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia J Caldeira, A Fout, A Kesari, R Sefala, J Walsh, K Dupre, MR Khaefi, ... Proceedings of SAI Intelligent Systems Conference, 642-649, 2019 | 4 | 2019 |
| (2, 2) geometry from gauge theory J Caldeira, T Maxfield, S Sethi Journal of High Energy Physics 2018 (11), 201, 2018 | 3 | 2018 |
| Response to NITRD, NCO, NSF Request for Information on" Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan" J Amundson, J Annis, C Avestruz, D Bowring, J Caldeira, G Cerati, ... arXiv preprint arXiv:1911.05796, 2019 | | 2019 |
| PT-symmetric State Discrimination J Caldeira Imperial College London, 2010 | | 2010 |
