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Abubakar Abid
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Year
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
5032019
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
4812019
Deep learning interpretation of echocardiograms
A Ghorbani, D Ouyang, A Abid, B He, JH Chen, RA Harrington, DH Liang, ...
NPJ digital medicine 3 (1), 1-10, 2020
1702020
Concrete autoencoders: Differentiable feature selection and reconstruction
MF Balın, A Abid, J Zou
International conference on machine learning, 444-453, 2019
117*2019
Integrating spatial gene expression and breast tumour morphology via deep learning
B He, L Bergenstråhle, L Stenbeck, A Abid, A Andersson, Å Borg, ...
Nature biomedical engineering 4 (8), 827-834, 2020
1122020
Exploring patterns enriched in a dataset with contrastive principal component analysis
A Abid, MJ Zhang, VK Bagaria, J Zou
Nature communications 9 (1), 1-7, 2018
110*2018
Large language models associate Muslims with violence
A Abid, M Farooqi, J Zou
Nature Machine Intelligence 3 (6), 461-463, 2021
93*2021
Linear regression with shuffled labels
A Abid, A Poon, J Zou
arXiv preprint arXiv:1705.01342, 2017
572017
3D‐printed gastric resident electronics
YL Kong, X Zou, CA McCandler, AR Kirtane, S Ning, J Zhou, A Abid, ...
Advanced materials technologies 4 (3), 1800490, 2019
522019
Wireless power transfer to millimeter-sized gastrointestinal electronics validated in a swine model
A Abid, JM O’Brien, T Bensel, C Cleveland, L Booth, BR Smith, R Langer, ...
Scientific reports 7 (1), 1-6, 2017
452017
Stochastic EM for Shuffled Linear Regression
A Abid, J Zou
arXiv preprint arXiv:1804.00681, 2018
32*2018
Contrastive variational autoencoder enhances salient features
A Abid, J Zou
arXiv preprint arXiv:1902.04601, 2019
312019
Learning a warping distance from unlabeled time series using sequence autoencoders
A Abid, JY Zou
Advances in neural information processing systems 31, 2018
182018
Gradio: Hassle-free sharing and testing of ml models in the wild
A Abid, A Abdalla, A Abid, D Khan, A Alfozan, J Zou
arXiv preprint arXiv:1906.02569, 2019
162019
Autowarp: Learning a warping distance from unlabeled time series using sequence autoencoders
A Abid, J Zou
Advances in Neural Information Processing Systems, 2018, 2018
162018
Model-based estimation of respiratory parameters from capnography, with application to diagnosing obstructive lung disease
A Abid, RJ Mieloszyk, GC Verghese, BS Krauss, T Heldt
IEEE Transactions on Biomedical Engineering 64 (12), 2957-2967, 2017
122017
An online platform for interactive feedback in biomedical machine learning
A Abid, A Abdalla, A Abid, D Khan, A Alfozan, J Zou
Nature Machine Intelligence 2 (2), 86-88, 2020
102020
Contrastive multivariate singular spectrum analysis
AH Dirie, A Abid, J Zou
2019 57th Annual Allerton Conference on Communication, Control, and …, 2019
82019
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
72022
Meaningfully explaining model mistakes using conceptual counterfactuals
A Abid, M Yuksekgonul, J Zou
arXiv preprint arXiv:2106.12723, 2021
4*2021
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