| Learning protein fitness models from evolutionary and assay-labeled data C Hsu, H Nisonoff, C Fannjiang, J Listgarten Nature Biotechnology 40 (7), 1114-1122, 2022 | 130* | 2022 |
| Hallucinations in neural machine translation K Lee, O Firat, A Agarwal, C Fannjiang, D Sussillo NeurIPS Workshop on Interpretability and Robustness in Audio, Speech, and …, 2018 | 112 | 2018 |
| Autofocused oracles for model-based design C Fannjiang, J Listgarten Advances in Neural Information Processing Systems 33, 2020 | 70 | 2020 |
| A deep learning approach to pattern recognition for short DNA sequences A Busia, GE Dahl, C Fannjiang, DH Alexander, E Dorfman, R Poplin, ... bioRxiv, 353474, 2018 | 56 | 2018 |
| Prediction-powered inference AN Angelopoulos*, S Bates*, C Fannjiang*, MI Jordan*, T Zrnic* Science 382, 669-674, 2023 | 49 | 2023 |
| Conformal prediction under feedback covariate shift for biomolecular design C Fannjiang, S Bates, AN Angelopoulos, J Listgarten, MI Jordan Proceedings of the National Academy of Sciences 119 (43), e2204569119, 2022 | 47 | 2022 |
| Mobile robotic platforms for the acoustic tracking of deep-sea demersal fishery resources I Masmitja, J Navarro, S Gomáriz, J Aguzzi, B Kieft, T O’Reilly, K Katija, ... Science Robotics 5 (48), eabc3701, 2020 | 43 | 2020 |
| Variational refinement for importance sampling using the forward Kullback-Leibler divergence G Jerfel*, S Wang*, C Fannjiang, KA Heller, Y Ma, MI Jordan UAI 2021, 2021 | 32 | 2021 |
| Optimal trade-off control in machine learning–based library design, with application to adeno-associated virus (AAV) for gene therapy D Zhu*, DH Brookes*, A Busia*, A Carneiro, C Fannjiang, G Popova, ... Science Advances 10, 2024 | 20* | 2024 |
| A view of estimation of distribution algorithms through the lens of expectation-maximization D Brookes, A Busia, C Fannjiang, K Murphy, J Listgarten Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 17 | 2020 |
| Augmenting biologging with supervised machine learning to study in situ behavior of the medusa Chrysaora fuscescens C Fannjiang, TA Mooney, S Cones, D Mann, KA Shorter, K Katija Journal of Experimental Biology 222 (16), jeb207654, 2019 | 14 | 2019 |
| Optimal arrays for compressed sensing in snapshot-mode radio interferometry C Fannjiang Astronomy & Astrophysics 559, A73, 2013 | 11 | 2013 |
| Is novelty predictable? C Fannjiang, J Listgarten Cold Spring Harbor Perspectives in Biology 16 (2), a041469, 2024 | 7 | 2024 |
| Generative models for protein structures and sequences C Hsu, C Fannjiang, J Listgarten Nature Biotechnology 42 (2), 196-199, 2024 | 2 | 2024 |
| Pushing the boundaries of fine-grained object classification with fMRI decoding in human occipito-temporal cortex C Fannjiang, MC Iordan, D Beck, L Fei-Fei Journal of Vision 15 (12), 1167-1167, 2015 | | 2015 |
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyVerified email at berkeley.edu
