Yonatan Geifman
Yonatan Geifman
Verified email at cs.technion.ac.il - Homepage
TitleCited byYear
Selective classification for deep neural networks
Y Geifman, R El-Yaniv
Advances in neural information processing systems (NIPS 2017), 4878-4887, 2017
Deep active learning over the long tail
Y Geifman, R El-Yaniv
arXiv preprint arXiv:1711.00941, 2017
SelectiveNet: A Deep Neural Network with an Integrated Reject Option
Y Geifman, R El-Yaniv
International Conference on Machine Learning (ICML 2019), 2019
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
Y Geifman, G Uziel, R El-Yaniv
International Conference on Learning Representations (ICLR 2019), 2018
Deep active learning with a neural architecture search
Y Geifman, R El-Yaniv
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 2018
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
Uncertainty Estimation and Its Applications in Deep Neural Networks
Y Geifman
Ph.D. Thesis, 2019
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