| Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems | Feb 7, 2022 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Doing Right by Not Doing Wrong in Human-Robot Collaboration | Feb 5, 2022 | Decision MakingFairness | —Unverified | 0 |
| Relational Artificial Intelligence | Feb 4, 2022 | Decision MakingPhilosophy | —Unverified | 0 |
| Deep End-to-end Causal Inference | Feb 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Implementation of a Type-2 Fuzzy Logic Based Prediction System for the Nigerian Stock Exchange | Feb 4, 2022 | Decision Making | —Unverified | 0 |
| COVID-19 Hospitalizations Forecasts Using Internet Search Data | Feb 3, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Hidden Heterogeneity: When to Choose Similarity-Based Calibration | Feb 3, 2022 | Classifier calibrationDecision Making | CodeCode Available | 0 |
| ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search | Feb 3, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare | Feb 3, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Separating Rule Discovery and Global Solution Composition in a Learning Classifier System | Feb 3, 2022 | Decision Making | CodeCode Available | 0 |
| SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification | Feb 3, 2022 | Cancer type classificationDecision Making | CodeCode Available | 0 |
| Improved Regret for Differentially Private Exploration in Linear MDP | Feb 2, 2022 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems | Feb 2, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors | Feb 2, 2022 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation | Feb 2, 2022 | Decision Making | —Unverified | 0 |
| Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Exploring layerwise decision making in DNNs | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Compactness Score: A Fast Filter Method for Unsupervised Feature Selection | Jan 31, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Reinforcement Learning with Heterogeneous Data: Estimation and Inference | Jan 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Neural Collaborative Filtering Bandits via Meta Learning | Jan 31, 2022 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Fundamental Limits for Sensor-Based Robot Control | Jan 31, 2022 | Decision Making | CodeCode Available | 0 |
| Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning | Jan 30, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| Coordinated Frequency Control through Safe Reinforcement Learning | Jan 30, 2022 | AI AgentDecision Making | —Unverified | 0 |