| Lifting Weak Supervision To Structured Prediction | Nov 24, 2022 | Binary ClassificationPrediction | CodeCode Available | 0 |
| ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback | Feb 9, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification | May 26, 2022 | Binary Classification | CodeCode Available | 0 |
| Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection | Dec 3, 2023 | Anomaly DetectionBinary Classification | CodeCode Available | 0 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Fairness of ChatGPT and the Role Of Explainable-Guided Prompts | Jul 14, 2023 | Binary ClassificationFairness | CodeCode Available | 0 |
| 19 Parameters Is All You Need: Tiny Neural Networks for Particle Physics | Oct 24, 2023 | 3D AssemblyAll | CodeCode Available | 0 |
| DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks | Nov 1, 2020 | Binary ClassificationTask 2 | CodeCode Available | 0 |
| Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines | Dec 15, 2023 | Binary Classificationvalid | CodeCode Available | 0 |
| Revisiting Visual Question Answering Baselines | Jun 27, 2016 | Binary ClassificationMultiple-choice | CodeCode Available | 0 |
| The Marginal Value of Adaptive Gradient Methods in Machine Learning | May 23, 2017 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar Imaging | Apr 14, 2024 | Binary Classification | CodeCode Available | 0 |
| On double-descent in uncertainty quantification in overparametrized models | Oct 23, 2022 | Binary ClassificationUncertainty Quantification | CodeCode Available | 0 |
| Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation | Oct 11, 2019 | Binary ClassificationSecond-order methods | CodeCode Available | 0 |
| LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer | Jul 1, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Rhapsody: A Dataset for Highlight Detection in Podcasts | May 26, 2025 | Binary ClassificationHighlight Detection | CodeCode Available | 0 |
| Rigorous Probabilistic Guarantees for Robust Counterfactual Explanations | Jul 10, 2024 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en français | Jun 8, 2023 | Binary ClassificationBinary text classification | CodeCode Available | 0 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Cautious Calibration in Binary Classification | Aug 9, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Fast Meta-Learning for Adaptive Hierarchical Classifier Design | Nov 9, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| The MELODIC family for simultaneous binary logistic regression in a reduced space | Feb 16, 2021 | Binary Classificationparameter estimation | CodeCode Available | 0 |
| Fast Single-Class Classification and the Principle of Logit Separation | May 29, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced Datasets | May 7, 2025 | Anomaly DetectionBinary Classification | CodeCode Available | 0 |
| Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions | Feb 8, 2024 | Binary Classificationimbalanced classification | CodeCode Available | 0 |
