| A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization | Mar 9, 2018 | Binary ClassificationStochastic Optimization | —Unverified | 0 |
| A Reductions Approach to Fair Classification | Mar 6, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Online Deep Learning: Growing RBM on the fly | Mar 6, 2018 | Binary ClassificationDeep Learning | —Unverified | 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 |
| DeepDTA: Deep Drug-Target Binding Affinity Prediction | Jan 30, 2018 | Binary ClassificationDrug Discovery | CodeCode Available | 2 |
| 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 |
| Robust Loss Functions under Label Noise for Deep Neural Networks | Dec 27, 2017 | Binary ClassificationClassification | CodeCode Available | 1 |
| Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss | Dec 25, 2017 | Binary ClassificationBrain Tumor Segmentation | CodeCode Available | 0 |
| Building a Sentiment Corpus of Tweets in Brazilian Portuguese | Dec 24, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields | Dec 22, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Profit Driven Decision Trees for Churn Prediction | Dec 21, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
