binary classifier

Random deep neural networks are biased towards simple functions NeurIPS 2019 Unsupervised Learning of the Set of Local Maxima ICLR 2019 A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018 Do Outliers Ruin Collaboration? ICML 2018 Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018 Noise-Tolerant Interactive Learning Using Pairwise Comparisons NeurIPS 2017 Positive-Unlabeled Learning with Non-Negative Risk Estimator NeurIPS 2017 Prediction and Generation of Backchannel Form for Attentive Listening Systems Interspeech 2016 Calibrated Structured Prediction NeurIPS 2015 Consistent Multilabel Classification NeurIPS 2015 Towards a Learning Theory of Cause-Effect Inference ICML 2015 Speeding Up Tracking by Ignoring Features CVPR 2014 A General Two-Step Approach to Learning-Based Hashing ICCV 2013 Optimal ROC Curve for a Combination of Classifiers NeurIPS 2007 In Defense of One-Vs-All Classification JMLR 2004