| SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging | Jul 6, 2021 | Binary ClassificationFederated Learning | CodeCode Available | 1 |
| UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning | Jul 5, 2021 | Binary ClassificationClustering | CodeCode Available | 0 |
| Optimal Binary Classification Beyond Accuracy | Jul 5, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Adaptive calibration for binary classification | Jul 4, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Fair Decision Rules for Binary Classification | Jul 3, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint Detection | Jul 2, 2021 | Binary Classification | CodeCode Available | 0 |
| What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification | Jul 1, 2021 | Binary ClassificationLexical Simplification | —Unverified | 0 |
| Sentiment analysis for Urdu online reviews using deep learning models | Jun 28, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold | Jun 25, 2021 | Binary ClassificationScheduling | —Unverified | 0 |
| Self-training Converts Weak Learners to Strong Learners in Mixture Models | Jun 25, 2021 | Binary Classification | —Unverified | 0 |
| Alternative Microfoundations for Strategic Classification | Jun 24, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Detection of Deepfake Videos Using Long Distance Attention | Jun 24, 2021 | Binary ClassificationFace Swapping | —Unverified | 0 |
| A Turing Test for Transparency | Jun 21, 2021 | Binary ClassificationExplainable artificial intelligence | —Unverified | 0 |
| Corruption Robust Active Learning | Jun 21, 2021 | Active LearningBinary Classification | —Unverified | 0 |
| Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation | Jun 21, 2021 | AllBinary Classification | —Unverified | 0 |
| RaScaNet: Learning Tiny Models by Raster-Scanning Images | Jun 19, 2021 | Binary Classification | —Unverified | 0 |
| Neural network interpretability for forecasting of aggregated renewable generation | Jun 19, 2021 | Binary ClassificationFeature Importance | CodeCode Available | 0 |
| Predicting Gender by First Name Using Character-level Machine Learning | Jun 18, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Binary classification with corrupted labels | Jun 16, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Automatic Main Character Recognition for Photographic Studies | Jun 16, 2021 | Binary ClassificationPose Estimation | —Unverified | 0 |
| Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit | Jun 14, 2021 | Active LearningBinary Classification | —Unverified | 0 |
| Probing Pre-Trained Language Models for Disease Knowledge | Jun 14, 2021 | Binary ClassificationNatural Language Inference | CodeCode Available | 0 |
| Classification algorithms applied to structure formation simulations | Jun 11, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Collaborative Multidisciplinary Design Optimization with Neural Networks | Jun 11, 2021 | Binary Classification | —Unverified | 0 |
| Anomalous Sound Detection Using a Binary Classification Model and Class Centroids | Jun 11, 2021 | Binary ClassificationClassification | —Unverified | 0 |
