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| Logic-Based Ethical Planning | Jun 1, 2022 | Decision Making | —Unverified | 0 |
| FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs | Jun 1, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| Optimization for Infrastructure Cyber-Physical Systems | May 31, 2022 | Decision Making | —Unverified | 0 |
| Disclosure of Investment Advisor and Broker-Dealer Relationships: Impact on Comprehension and Decision Making | May 31, 2022 | Decision MakingForm | —Unverified | 0 |
| Multi-Agent Learning of Numerical Methods for Hyperbolic PDEs with Factored Dec-MDP | May 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| Robust Anytime Learning of Markov Decision Processes | May 31, 2022 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Scalable Distributional Robustness in a Class of Non Convex Optimization with Guarantees | May 31, 2022 | Decision MakingForm | —Unverified | 0 |
| Causal Explanations for Sequential Decision Making Under Uncertainty | May 30, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Multi-Agent Reinforcement Learning is a Sequence Modeling Problem | May 30, 2022 | Decision MakingMuJoCo | CodeCode Available | 2 |
| Adaptive Sampling for Discovery | May 30, 2022 | Decision MakingDrug Discovery | —Unverified | 0 |
| Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning | May 30, 2022 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength | May 30, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Unfooling Perturbation-Based Post Hoc Explainers | May 29, 2022 | Adversarial AttackAnomaly Detection | CodeCode Available | 0 |
| Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects | May 29, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare | May 29, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing | May 29, 2022 | Decision MakingGaussian Processes | —Unverified | 0 |
| A Confidence Machine for Sparse High-Order Interaction Model | May 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 0 |
