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| Provable Reinforcement Learning with a Short-Term Memory | Feb 8, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
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| Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems | Feb 7, 2022 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Learning fair representation with a parametric integral probability metric | Feb 7, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Discrete-Event Controller Synthesis for Autonomous Systems with Deep-Learning Perception Components | Feb 7, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records | Feb 7, 2022 | Causal InferenceDecision Making | CodeCode Available | 1 |
| VNE Strategy based on Chaotic Hybrid Flower Pollination Algorithm Considering Multi-criteria Decision Making | Feb 7, 2022 | Decision MakingNetwork Embedding | —Unverified | 0 |
| TACTiS: Transformer-Attentional Copulas for Time Series | Feb 7, 2022 | Decision MakingDecoder | CodeCode Available | 1 |
| Investigating the fidelity of explainable artificial intelligence methods for applications of convolutional neural networks in geoscience | Feb 7, 2022 | Decision MakingExplainable artificial intelligence | 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 |
| OMLT: Optimization & Machine Learning Toolkit | Feb 4, 2022 | Bayesian OptimisationBIG-bench Machine Learning | CodeCode Available | 2 |
| Implementation of a Type-2 Fuzzy Logic Based Prediction System for the Nigerian Stock Exchange | Feb 4, 2022 | Decision Making | —Unverified | 0 |
| Deep End-to-end Causal Inference | Feb 4, 2022 | Causal DiscoveryCausal Inference | —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 |
| Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare | Feb 3, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Pre-Trained Language Models for Interactive Decision-Making | Feb 3, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search | Feb 3, 2022 | Atari GamesDecision 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 |
| Separating Rule Discovery and Global Solution Composition in a Learning Classifier System | Feb 3, 2022 | Decision Making | CodeCode Available | 0 |
| Improved Regret for Differentially Private Exploration in Linear MDP | Feb 2, 2022 | Decision MakingPrivacy Preserving | —Unverified | 0 |