| A plug-in approach to maximising precision at the top and recall at the top | Apr 9, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision | Mar 29, 2018 | Binary ClassificationFace Anti-Spoofing | —Unverified | 0 |
| Deep Attention Model for Triage of Emergency Department Patients | Mar 28, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Automated Evaluation of Out-of-Context Errors | Mar 23, 2018 | Binary ClassificationLanguage Modeling | CodeCode Available | 0 |
| UnibucKernel: A kernel-based learning method for complex word identification | Mar 20, 2018 | Binary ClassificationComplex Word Identification | —Unverified | 0 |
| Model-Agnostic Private Learning via Stability | Mar 14, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization | Mar 9, 2018 | Binary ClassificationStochastic Optimization | —Unverified | 0 |
| Online Deep Learning: Growing RBM on the fly | Mar 6, 2018 | Binary ClassificationDeep Learning | —Unverified | 0 |
| A Reductions Approach to Fair Classification | Mar 6, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| "You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates | Feb 23, 2018 | Binary Classification | —Unverified | 0 |
| Understanding the Loss Surface of Neural Networks for Binary Classification | Feb 19, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator | Feb 17, 2018 | Binary ClassificationChange Point Detection | —Unverified | 0 |
| Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks | Feb 13, 2018 | Binary ClassificationBoundary Detection | —Unverified | 0 |
| Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions | Feb 13, 2018 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 |
| Fast Interactive Image Retrieval using large-scale unlabeled data | Feb 12, 2018 | Active LearningBinary Classification | —Unverified | 0 |
| ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback | Feb 9, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Neyman-Pearson classification: parametrics and sample size requirement | Feb 7, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Online Compact Convexified Factorization Machine | Feb 5, 2018 | Binary ClassificationFeature Engineering | —Unverified | 0 |
| Greedy Active Learning Algorithm for Logistic Regression Models | Feb 1, 2018 | Active LearningBinary Classification | —Unverified | 0 |
| Passive-Aggressive online learning with nonlinear embeddings | Jan 31, 2018 | Binary Classification | CodeCode Available | 0 |
| Staff line Removal using Generative Adversarial Networks | Jan 22, 2018 | Binary Classification | —Unverified | 0 |
| Automatic Detection of Cyberbullying in Social Media Text | Jan 17, 2018 | Binary Classification | —Unverified | 0 |
| On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning | Jan 16, 2018 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach | Jan 3, 2018 | Binary ClassificationClustering | —Unverified | 0 |
| Autoregressive Generative Adversarial Networks | Jan 1, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
