| A Simple and Effective Framework for Pairwise Deep Metric Learning | Dec 24, 2019 | Binary ClassificationMetric Learning | CodeCode Available | 0 |
| MeasureNet: Measurement Based Celiac Disease Identification | Dec 2, 2024 | Binary Classification | CodeCode Available | 0 |
| Consistent Structured Prediction with Max-Min Margin Markov Networks | Jul 2, 2020 | Binary ClassificationGeneralization Bounds | CodeCode Available | 0 |
| VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator | May 25, 2021 | Binary ClassificationImitation Learning | CodeCode Available | 0 |
| Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective | Oct 18, 2022 | Binary ClassificationExplainable artificial intelligence | CodeCode Available | 0 |
| Consistent algorithms for multi-label classification with macro-at-k metrics | Jan 29, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images | Mar 18, 2022 | Binary ClassificationDeepFake Detection | CodeCode Available | 0 |
| Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analyses | Jan 8, 2025 | Binary ClassificationFeature Importance | CodeCode Available | 0 |
| Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasets | Jan 9, 2020 | Binary Classification | CodeCode Available | 0 |
| Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection | Dec 13, 2022 | Adversarial Attack DetectionAdversarial Defense | CodeCode Available | 0 |
| Adapting multi-armed bandits policies to contextual bandits scenarios | Nov 11, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Penalizing Unfairness in Binary Classification | Jun 30, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Graph-based Clustering for Detecting Semantic Change Across Time and Languages | Feb 1, 2024 | Binary ClassificationClustering | CodeCode Available | 0 |
| Blackbox Post-Processing for Multiclass Fairness | Jan 12, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| A Scalable Quantum Non-local Neural Network for Image Classification | Jul 26, 2024 | Binary Classificationimage-classification | CodeCode Available | 0 |
| Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models | Mar 14, 2023 | Binary Classification | CodeCode Available | 0 |
| Scaled Supervision is an Implicit Lipschitz Regularizer | Mar 19, 2025 | Binary ClassificationClick-Through Rate Prediction | CodeCode Available | 0 |
| Transfer learning method in the problem of binary classification of chest X-rays | Mar 19, 2023 | Binary ClassificationTransfer Learning | CodeCode Available | 0 |
| Bayesian Approximate Kernel Regression with Variable Selection | Aug 5, 2015 | Binary Classificationregression | CodeCode Available | 0 |
| Conclusive Local Interpretation Rules for Random Forests | Apr 13, 2021 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Guided Quantum Compression for High Dimensional Data Classification | Feb 14, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Scaling Systematic Literature Reviews with Machine Learning Pipelines | Oct 9, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Hadamard Matrix Guided Online Hashing | May 11, 2019 | Binary Classification | CodeCode Available | 0 |
| Minimax Optimal Fair Classification with Bounded Demographic Disparity | Mar 27, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
