James Zou
Cited by
Cited by
Analysis of protein-coding genetic variation in 60,706 humans
M Lek, KJ Karczewski, EV Minikel, KE Samocha, E Banks, T Fennell, ...
Nature 536 (7616), 285-291, 2016
Man is to computer programmer as woman is to homemaker? debiasing word embeddings
T Bolukbasi, KW Chang, JY Zou, V Saligrama, AT Kalai
Advances in neural information processing systems 29, 2016
Word embeddings quantify 100 years of gender and ethnic stereotypes
N Garg, L Schiebinger, D Jurafsky, J Zou
Proceedings of the National Academy of Sciences 115 (16), E3635-E3644, 2018
Interpretation of neural networks is fragile
A Ghorbani, A Abid, J Zou
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3681-3688, 2019
A primer on deep learning in genomics
J Zou, M Huss, A Abid, P Mohammadi, A Torkamani, A Telenti
Nature genetics 51 (1), 12-18, 2019
Genome-wide chromatin state transitions associated with developmental and environmental cues
J Zhu, M Adli, JY Zou, G Verstappen, M Coyne, X Zhang, T Durham, ...
Cell 152 (3), 642-654, 2013
AI can be sexist and racist—it’s time to make it fair
J Zou, L Schiebinger
Nature 559 (7714), 324-326, 2018
A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
Nature 583 (7817), 590-595, 2020
Mopo: Model-based offline policy optimization
T Yu, G Thomas, L Yu, S Ermon, JY Zou, S Levine, C Finn, T Ma
Advances in Neural Information Processing Systems 33, 14129-14142, 2020
Data shapley: Equitable valuation of data for machine learning
A Ghorbani, J Zou
International Conference on Machine Learning, 2242-2251, 2019
Locus-specific editing of histone modifications at endogenous enhancers
EM Mendenhall, KE Williamson, D Reyon, JY Zou, O Ram, JK Joung, ...
Nature biotechnology 31 (12), 1133-1136, 2013
Towards automatic concept-based explanations
A Ghorbani, J Wexler, JY Zou, B Kim
Advances in Neural Information Processing Systems 32, 2019
Sex and gender analysis improves science and engineering
C Tannenbaum, RP Ellis, F Eyssel, J Zou, L Schiebinger
Nature 575 (7781), 137-146, 2019
Video-based AI for beat-to-beat assessment of cardiac function
D Ouyang, B He, A Ghorbani, N Yuan, J Ebinger, CP Langlotz, ...
Nature 580 (7802), 252-256, 2020
Controlling bias in adaptive data analysis using information theory
D Russo, J Zou
Artificial Intelligence and Statistics, 1232-1240, 2016
Genome-wide analysis reveals conserved and divergent features of Notch1/RBPJ binding in human and murine T-lymphoblastic leukemia cells
H Wang, J Zou, B Zhao, E Johannsen, T Ashworth, H Wong, WS Pear, ...
Proceedings of the National Academy of Sciences 108 (36), 14908-14913, 2011
Multiaccuracy: Black-box post-processing for fairness in classification
MP Kim, A Ghorbani, J Zou
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 247-254, 2019
Epigenome-wide association studies without the need for cell-type composition
J Zou, C Lippert, D Heckerman, M Aryee, J Listgarten
Nature methods 11 (3), 309-311, 2014
Deep learning interpretation of echocardiograms
A Ghorbani, D Ouyang, A Abid, B He, JH Chen, RA Harrington, DH Liang, ...
NPJ digital medicine 3 (1), 10, 2020
Religion and HIV in Tanzania: influence of religious beliefs on HIV stigma, disclosure, and treatment attitudes
J Zou, Y Yamanaka, M John, M Watt, J Ostermann, N Thielman
BMC public health 9, 1-12, 2009
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Articles 1–20