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Frances Ann Hubis
Frances Ann Hubis
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Towards efficient data valuation based on the shapley value
R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gürel, B Li, C Zhang, ...
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
2132019
Efficient task-specific data valuation for nearest neighbor algorithms
R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, CJ Spanos, ...
arXiv preprint arXiv:1908.08619, 2019
952019
Revisiting the calibration of modern neural networks
M Minderer, J Djolonga, R Romijnders, F Hubis, X Zhai, N Houlsby, ...
Advances in Neural Information Processing Systems 34, 15682-15694, 2021
752021
Ease. ml/ci and ease. ml/meter in action: Towards data management for statistical generalization
C Renggli, FA Hubis, B Karlaš, K Schawinski, W Wu, C Zhang
Proceedings of the VLDB Endowment 12 (12), 1962-1965, 2019
122019
Robustness Metrics, 2020
J Djolonga, F Hubis, M Minderer, Z Nado, J Nixon, R Romijnders, D Tran, ...
URL https://github. com/google-research/robustness_metrics, 0
7
Embedding functions into reversible circuits: A probabilistic approach to the number of lines
N Gleinig, FA Hubis, T Hoefler
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
22019
Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease. ml/meter
FA Hubis, W Wu, C Zhang
arXiv preprint arXiv:1906.00299, 2019
22019
Supplementary Material: Towards Efficient Data Valuation Based on the Shapley Value
R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ...
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