| Benchmarking missing-values approaches for predictive models on health databases | Feb 17, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse | Feb 16, 2022 | Attribute | —Unverified | 0 |
| Contextual Importance and Utility: aTheoretical Foundation | Feb 15, 2022 | AttributeExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Improving the repeatability of deep learning models with Monte Carlo dropout | Feb 15, 2022 | AttributeBinary Classification | CodeCode Available | 0 |
| Multi-class granular approximation by means of disjoint and adjacent fuzzy granules | Feb 15, 2022 | AttributeBinary Classification | —Unverified | 0 |
| Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data | Feb 10, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Counterfactual Multi-Token Fairness in Text Classification | Feb 8, 2022 | AttributeClassification | —Unverified | 0 |
| A Novel Ontology-guided Attribute Partitioning Ensemble Learning Model for Early Prediction of Cognitive Deficits using Quantitative Structural MRI in Very Preterm Infants | Feb 8, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks | Feb 4, 2022 | AttributeFairness | —Unverified | 0 |
| Offline Reinforcement Learning for Mobile Notifications | Feb 4, 2022 | AttributeRecommendation Systems | —Unverified | 0 |
| Network Resource Allocation Strategy Based on Deep Reinforcement Learning | Feb 3, 2022 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Gradient estimators for normalising flows | Feb 2, 2022 | AttributeNormalising Flows | —Unverified | 0 |
| Multi-Order Networks for Action Unit Detection | Feb 1, 2022 | Action Unit DetectionAttribute | —Unverified | 0 |
| Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations | Jan 31, 2022 | Attribute | —Unverified | 0 |
| Learning Fair Representations via Rate-Distortion Maximization | Jan 31, 2022 | AttributeFairness | CodeCode Available | 0 |
| Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection | Jan 30, 2022 | AttributeDimensionality Reduction | —Unverified | 0 |
| Hyper-Class Representation of Data | Jan 28, 2022 | AttributeRecommendation Systems | —Unverified | 0 |
| Link Prediction with Contextualized Self-Supervision | Jan 25, 2022 | AttributeInductive Link Prediction | —Unverified | 0 |
| Leveraging Structural Properties of Source Code Graphs for Just-In-Time Bug Prediction | Jan 25, 2022 | AttributeData Visualization | —Unverified | 0 |
| Neural Architecture Searching for Facial Attributes-based Depression Recognition | Jan 24, 2022 | AttributeNeural Architecture Search | —Unverified | 0 |
| Dual Preference Distribution Learning for Item Recommendation | Jan 24, 2022 | AttributeRecommendation Systems | —Unverified | 0 |
| Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models | Jan 23, 2022 | AttributeInference Attack | —Unverified | 0 |
| A Causal Lens for Controllable Text Generation | Jan 22, 2022 | AttributeCausal Inference | —Unverified | 0 |
| AI-based Re-identification of Behavioral Clickstream Data | Jan 21, 2022 | AttributeFace Recognition | —Unverified | 0 |
| Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency | Jan 20, 2022 | AttributeWord Embeddings | —Unverified | 0 |