| Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets | Oct 25, 2021 | Binary ClassificationDecision Making | —Unverified | 0 |
| HSVI for zs-POSGs using Concavity, Convexity and Lipschitz Properties | Oct 25, 2021 | Decision MakingHeuristic Search | —Unverified | 0 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| Debiasing Credit Scoring using Evolutionary Algorithms | Oct 25, 2021 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Computational Efficiency in Multivariate Adversarial Risk Analysis Models | Oct 25, 2021 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Pandemic model with data-driven phase detection, a study using COVID-19 data | Oct 24, 2021 | Change DetectionDecision Making | —Unverified | 0 |
| Self-learned Intelligence for Integrated Decision and Control of Automated Vehicles at Signalized Intersections | Oct 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| False Correlation Reduction for Offline Reinforcement Learning | Oct 24, 2021 | D4RLDecision Making | CodeCode Available | 1 |
| Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits | Oct 23, 2021 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Coarse-Grained Smoothness for RL in Metric Spaces | Oct 23, 2021 | Decision Making | —Unverified | 0 |
| Event Detection on Dynamic Graphs | Oct 23, 2021 | Decision MakingEvent Detection | CodeCode Available | 0 |
| An attention-driven hierarchical multi-scale representation for visual recognition | Oct 23, 2021 | Decision MakingFine-Grained Visual Recognition | —Unverified | 0 |
| Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach | Oct 22, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Predictive machine learning for prescriptive applications: a coupled training-validating approach | Oct 22, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models | Oct 22, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Statistical discrimination in learning agents | Oct 21, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Sequential Voting with Relational Box Fields for Active Object Detection | Oct 21, 2021 | Active Object DetectionDecision Making | CodeCode Available | 1 |
| Survival-oriented embeddings for improving accessibility to complex data structures | Oct 21, 2021 | Decision MakingPrognosis | —Unverified | 0 |
| Evaluation of Various Open-Set Medical Imaging Tasks with Deep Neural Networks | Oct 21, 2021 | Decision MakingOpen Set Learning | —Unverified | 0 |
| Anti-Concentrated Confidence Bonuses for Scalable Exploration | Oct 21, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Representations of epistemic uncertainty and awareness in data-driven strategies | Oct 21, 2021 | Decision Making | —Unverified | 0 |
| Individualized Decision-Making Under Partial Identification: Three Perspectives, Two Optimality Results, and One Paradox | Oct 21, 2021 | Causal InferenceDecision Making | —Unverified | 0 |
| Can Q-learning solve Multi Armed Bantids? | Oct 21, 2021 | Decision MakingQ-Learning | —Unverified | 0 |
| Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via pT-Learning | Oct 20, 2021 | Decision Making | —Unverified | 0 |
