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James Zou
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Year
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
99542016
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
31352016
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
10242018
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
7712019
A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
Nature 583 (7817), 590-595, 2020
6572020
AI can be sexist and racist—it’s time to make it fair
J Zou, L Schiebinger
Nature 559 (7714), 324-326, 2018
6532018
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
6482019
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
5862013
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
5732020
Data shapley: Equitable valuation of data for machine learning
A Ghorbani, J Zou
International conference on machine learning, 2242-2251, 2019
5582019
Towards automatic concept-based explanations
A Ghorbani, J Wexler, JY Zou, B Kim
Advances in neural information processing systems 32, 2019
4882019
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
4642020
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
4542022
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
4382013
Sex and gender analysis improves science and engineering
C Tannenbaum, RP Ellis, F Eyssel, J Zou, L Schiebinger
Nature 575 (7781), 137-146, 2019
4352019
Controlling bias in adaptive data analysis using information theory
D Russo, J Zou
Artificial Intelligence and Statistics, 1232-1240, 2016
313*2016
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
3082019
Persistent anti-muslim bias in large language models
A Abid, M Farooqi, J Zou
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 298-306, 2021
2932021
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
2932020
Making ai forget you: Data deletion in machine learning
A Ginart, M Guan, G Valiant, JY Zou
Advances in neural information processing systems 32, 2019
2782019
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