Selected Publications

Ran El-Yaniv, Yonatan Geifman, Yair Wiener. The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression - preprint arXiv, Slides

Yonatan Geifman and Ran El-Yaniv. Selective Classification for Deep Neural Networks. In Advances in Neural Information Processing Systems, 2017. arXiv, code, Slides

Yonatan Geifman and Ran El-Yaniv. Deep Active Learning over the Long Tail - preprint arXiv

Yonatan Geifman, Guy Uziel, Ran El-Yaniv. Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers - ICLR 2019 arXiv, code

Yonatan Geifman and Ran El-Yaniv. SelectiveNet: A Deep Neural Network with an Integrated Reject Option - ICML 2019 arXiv code

Yonatan Geifman and Ran El-Yaniv. Deep Active Learning with a Neural Architecture Search - In Advances in Neural Information Processing Systems, 2019 arXiv