Amirata Ghorbani
Amirata Ghorbani
PhD Student
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
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
3142019
Towards automatic concept-based explanations
A Ghorbani, J Wexler, JY Zou, B Kim
Advances in Neural Information Processing Systems, 9277-9286, 2019
1542019
Data Shapley: Equitable Valuation of Data for Machine Learning
A Ghorbani, J Zou
International Conference on Machine Learning 97 (mlr.press), 2242-2251, 2019
1312019
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
952019
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
912020
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
862020
Knockoffs for the mass: new feature importance statistics with false discovery guarantees
JR Gimenez, A Ghorbani, J Zou
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
292019
Dermgan: Synthetic generation of clinical skin images with pathology
A Ghorbani, V Natarajan, D Coz, Y Liu
Machine Learning for Health Workshop, 155-170, 2020
252020
How Does Mixup Help With Robustness and Generalization?
L Zhang, Z Deng, K Kawaguchi, A Ghorbani, J Zou
arXiv preprint arXiv:2010.04819, 2020
212020
Neuron shapley: Discovering the responsible neurons
A Ghorbani, J Zou
arXiv preprint arXiv:2002.09815, 2020
172020
A Distributional Framework for Data Valuation
A Ghorbani, MP Kim, J Zou
Proceedings of Machine Learning Research, 2020
162020
Embedding for informative missingness: Deep learning with incomplete data
A Ghorbani, JY Zou
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
92018
Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset
S Tang, A Ghorbani, R Yamashita, S Rehman, JA Dunnmon, J Zou, ...
Scientific reports 11 (1), 1-9, 2021
72021
Who's responsible? Jointly quantifying the contribution of the learning algorithm and training data
G Yona, A Ghorbani, J Zou
arXiv preprint arXiv:1910.04214, 2019
62019
Blind iterative nonlinear distortion compensation based on thresholding
M Azghani, A Ghorbani, F Marvasti
IEEE Transactions on Circuits and Systems II: Express Briefs 64 (7), 852-856, 2016
62016
Improving adversarial robustness via unlabeled out-of-domain data
Z Deng, L Zhang, A Ghorbani, J Zou
International Conference on Artificial Intelligence and Statistics, 2845-2853, 2021
32021
Interpretable AI for beat-to-beat cardiac function assessment
D Ouyang, B He, A Ghorbani, C Langlotz, PA Heidenreich, RA Harrington, ...
medRxiv, 19012419, 2019
32019
Echonet-dynamic: a large new cardiac motion video data resource for medical machine learning
D Ouyang, B He, A Ghorbani, MP Lungren, EA Ashley, DH Liang, JY Zou
22019
Why Are Deep Networks Fragile: Deformation of Intertwined Data
A Ghorbani, J Zou
International Conference on Machine Learning (ICML) Workshop, 2017
22017
A machine learning based exploration of COVID-19 mortality risk
M Mahdavi, H Choubdar, E Zabeh, M Rieder, S Safavi-Naeini, Z Jobbagy, ...
Plos one 16 (7), e0252384, 2021
12021
The system can't perform the operation now. Try again later.
Articles 1–20