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| Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach | Jun 8, 2022 | AttributeClassification | CodeCode Available | 0 |
| Reinforcement Knowledge Graph Reasoning for Explainable Recommendation | Jun 12, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Previous Knowledge Utilization In Online Anytime Belief Space Planning | Dec 17, 2024 | Decision Making | CodeCode Available | 0 |
| QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning | Oct 2, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Contrastive Explanations for Explaining Model Adaptations | Apr 6, 2021 | Decision Makingmodel | CodeCode Available | 0 |
| Reinforcement Learning | May 29, 2020 | Autonomous VehiclesBoard Games | CodeCode Available | 0 |
| Joint Entropy Search for Maximally-Informed Bayesian Optimization | Jun 9, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
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| Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight | Oct 2, 2017 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models | Oct 22, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation | Mar 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
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| Joint Learning of Sentence Embeddings for Relevance and Entailment | May 16, 2016 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| PageRank Bandits for Link Prediction | Nov 3, 2024 | Decision MakingGraph Learning | CodeCode Available | 0 |
| A Bi-population Particle Swarm Optimizer for Learning Automata based Slow Intelligent System | Apr 3, 2018 | Decision Making | CodeCode Available | 0 |
| Detect and Classify – Joint Span Detection and Classification for Health Outcomes | Nov 1, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Detect and Classify -- Joint Span Detection and Classification for Health Outcomes | Apr 15, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Eidos, INDRA, \& Delphi: From Free Text to Executable Causal Models | Jun 1, 2019 | Decision MakingReading Comprehension | CodeCode Available | 0 |
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| GRAC: Self-Guided and Self-Regularized Actor-Critic | Sep 18, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Graded-Q Reinforcement Learning with Information-Enhanced State Encoder for Hierarchical Collaborative Multi-Vehicle Pursuit | Oct 24, 2022 | Decision Making | CodeCode Available | 0 |
| Grade Score: Quantifying LLM Performance in Option Selection | Jun 17, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data | Nov 28, 2023 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
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| Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making | Dec 8, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Manipulating and Measuring Model Interpretability | Feb 21, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Manipulating Feature Visualizations with Gradient Slingshots | Jan 11, 2024 | Decision Making | CodeCode Available | 0 |
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| Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward | Sep 17, 2020 | ClusteringDecision Making | CodeCode Available | 0 |
| Prioritizing emergency evacuations under compounding levels of uncertainty | Sep 30, 2022 | Decision MakingHumanitarian | CodeCode Available | 0 |
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| Embed Me If You Can: A Geometric Perceptron | Jun 11, 2020 | 3D geometryDecision Making | CodeCode Available | 0 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 |
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| Designing Closed-Loop Models for Task Allocation | May 31, 2023 | Decision Making | CodeCode Available | 0 |
| Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning | May 26, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
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| ADPTriage: Approximate Dynamic Programming for Bug Triage | Nov 2, 2022 | Bug fixingDecision Making | CodeCode Available | 0 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Continuous Monte Carlo Graph Search | Oct 4, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Causal Campbell-Goodhart's law and Reinforcement Learning | Nov 2, 2020 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution | Sep 24, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex | May 29, 2019 | Adversarial AttackBayesian Inference | CodeCode Available | 0 |