| Practical Convex Formulation of Robust One-hidden-layer Neural Network Training | May 25, 2021 | Adversarial RobustnessBinary Classification | —Unverified | 0 |
| VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator | May 25, 2021 | Binary ClassificationImitation Learning | CodeCode Available | 0 |
| A Study imbalance handling by various data sampling methods in binary classification | May 23, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Properties of the After Kernel | May 21, 2021 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions | May 21, 2021 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Negational Symmetry of Quantum Neural Networks for Binary Pattern Classification | May 20, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Evaluating the Correctness of Explainable AI Algorithms for Classification | May 20, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Synthesising Multi-Modal Minority Samples for Tabular Data | May 17, 2021 | Binary Classification | —Unverified | 0 |
| RAIDER: Reinforcement-aided Spear Phishing Detector | May 17, 2021 | Binary Classificationreinforcement-learning | —Unverified | 0 |
| Comparison of machine learning and deep learning techniques in promoter prediction across diverse species | May 17, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A Large Visual, Qualitative and Quantitative Dataset of Web Pages | May 15, 2021 | Binary Classification | —Unverified | 0 |
| Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application | May 14, 2021 | Binary ClassificationPassage Retrieval | —Unverified | 0 |
| DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing | May 14, 2021 | Binary ClassificationLinguistic Acceptability | —Unverified | 0 |
| Improved Algorithms for Agnostic Pool-based Active Classification | May 13, 2021 | Active LearningBinary Classification | —Unverified | 0 |
| Click-Through Rate Prediction Using Graph Neural Networks and Online Learning | May 9, 2021 | Binary ClassificationClick-Through Rate Prediction | —Unverified | 0 |
| Pairwise Fairness for Ordinal Regression | May 7, 2021 | Binary ClassificationFairness | CodeCode Available | 0 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Semantics in Multi-objective Genetic Programming | May 6, 2021 | Binary ClassificationDiversity | —Unverified | 0 |
| Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation | May 5, 2021 | Binary ClassificationMortality Prediction | —Unverified | 0 |
| AdaBoost and robust one-bit compressed sensing | May 5, 2021 | Binary Classificationcompressed sensing | CodeCode Available | 0 |
| Scalar Adjective Identification and Multilingual Ranking | May 3, 2021 | Binary ClassificationCommon Sense Reasoning | —Unverified | 0 |
| Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks | May 1, 2021 | Binary Classification | —Unverified | 0 |
| Deep Neural Network as an alternative to Boosted Decision Trees for PID | Apr 28, 2021 | Binary Classification | CodeCode Available | 0 |
| Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information | Apr 28, 2021 | Binary Classification | —Unverified | 0 |
| Morphological classification of astronomical images with limited labelling | Apr 27, 2021 | Active LearningAstronomy | —Unverified | 0 |
