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Yonatan Geifman
Yonatan Geifman
Verified email at cs.technion.ac.il - Homepage
Title
Cited by
Cited by
Year
Selective classification for deep neural networks
Y Geifman, R El-Yaniv
Advances in neural information processing systems (NIPS 2017), 4878-4887, 2017
5332017
SelectiveNet: A Deep Neural Network with an Integrated Reject Option
Y Geifman, R El-Yaniv
International Conference on Machine Learning (ICML 2019), 2019
3132019
Deep active learning over the long tail
Y Geifman, R El-Yaniv
arXiv preprint arXiv:1711.00941, 2017
1432017
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
Y Geifman, G Uziel, R El-Yaniv
International Conference on Learning Representations (ICLR 2019), 2018
1222018
Deep active learning with a neural architecture search
Y Geifman, R El-Yaniv
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 2018
522018
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression
R El-Yaniv, Y Geifman, Y Wiener
arXiv preprint arXiv:1705.08499, 2017
22017
Window-Based Distribution Shift Detection for Deep Neural Networks
G Bar Shalom, Y Geifman, R El-Yaniv
Advances in Neural Information Processing Systems 36, 2024
12024
Uncertainty Estimation and Its Applications in Deep Neural Networks
Y Geifman
Ph.D. Thesis, 2019
12019
Distribution Shift Detection for Deep Neural Networks
G Bar-Shalom, Y Geifman, R El-Yaniv
arXiv preprint arXiv:2210.10897, 2022
2022
System and method for automated optimazation of a neural network model
ELY Ran, Y Geifman, J Elial
US Patent App. 17/074,878, 2022
2022
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