| Risk-sensitive Inverse Reinforcement Learning via Semi- and Non-Parametric Methods | Nov 28, 2017 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Interpretable Convolutional Neural Networks for Effective Translation Initiation Site Prediction | Nov 27, 2017 | Decision MakingTranslation | —Unverified | 0 |
| Bootstrap Robust Prescriptive Analytics | Nov 27, 2017 | Decision Making | CodeCode Available | 0 |
| SkipNet: Learning Dynamic Routing in Convolutional Networks | Nov 26, 2017 | Decision MakingReinforcement Learning | CodeCode Available | 1 |
| D numbers theory based game-theoretic framework in adversarial decision making under fuzzy environment | Nov 25, 2017 | Decision MakingSkeleton Based Action Recognition | —Unverified | 0 |
| Asymmetric return rates and wealth distribution influenced by the introduction of technical analysis into a behavioral agent based model | Nov 22, 2017 | Decision Making | —Unverified | 0 |
| Application of Natural Language Processing to Determine User Satisfaction in Public Services | Nov 21, 2017 | Decision MakingTopic Models | —Unverified | 0 |
| Relating Input Concepts to Convolutional Neural Network Decisions | Nov 21, 2017 | Decision MakingScene Recognition | —Unverified | 0 |
| Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions | Nov 20, 2017 | Decision MakingFairness | —Unverified | 0 |
| Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security | Nov 20, 2017 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Does mitigating ML's impact disparity require treatment disparity? | Nov 19, 2017 | Decision MakingFairness | CodeCode Available | 0 |
| Anonymous Hedonic Game for Task Allocation in a Large-Scale Multiple Agent System | Nov 18, 2017 | Decision Making | CodeCode Available | 0 |
| Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer | Nov 17, 2017 | Decision MakingFairness | CodeCode Available | 0 |
| From Algorithmic Black Boxes to Adaptive White Boxes: Declarative Decision-Theoretic Ethical Programs as Codes of Ethics | Nov 16, 2017 | Decision MakingEthics | —Unverified | 0 |
| Sub-committee Approval Voting and Generalised Justified Representation Axioms | Nov 16, 2017 | Decision Making | —Unverified | 0 |
| Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies | Nov 16, 2017 | Decision MakingThompson Sampling | —Unverified | 0 |
| Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans | Nov 15, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Loss Functions for Multiset Prediction | Nov 14, 2017 | Decision MakingPrediction | —Unverified | 0 |
| A unified decision making framework for supply and demand management in microgrid networks | Nov 14, 2017 | Decision MakingManagement | —Unverified | 0 |
| Learning and Visualizing Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled Holes | Nov 13, 2017 | 3D Object RecognitionDecision Making | CodeCode Available | 0 |
| Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning | Nov 12, 2017 | Decision MakingImputation | —Unverified | 0 |
| Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling | Nov 12, 2017 | Decision Making | —Unverified | 0 |
| CogSciK: Clustering for Cognitive Science Motivated Decision Making | Nov 9, 2017 | ClusteringDecision Making | —Unverified | 0 |
| Information Directed Sampling for Stochastic Bandits with Graph Feedback | Nov 8, 2017 | Decision MakingThompson Sampling | —Unverified | 0 |
| Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning | Nov 1, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Query-free Clothing Retrieval via Implicit Relevance Feedback | Nov 1, 2017 | Decision MakingImage Retrieval | —Unverified | 0 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Servant of Many Masters: Shifting priorities in Pareto-optimal sequential decision-making | Oct 31, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes | Oct 31, 2017 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| Learning Robust Rewards with Adversarial Inverse Reinforcement Learning | Oct 30, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics | Oct 30, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach | Oct 29, 2017 | Decision Making | CodeCode Available | 0 |
| Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy | Oct 29, 2017 | Decision MakingDiabetic Retinopathy Grading | —Unverified | 0 |
| Crop Planning using Stochastic Visual Optimization | Oct 25, 2017 | Decision Making | —Unverified | 0 |
| Multimodal Probabilistic Model-Based Planning for Human-Robot Interaction | Oct 25, 2017 | Decision Making | CodeCode Available | 0 |
| The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts | Oct 25, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| Interpreting Contextual Effects By Contextual Modeling In Recommender Systems | Oct 23, 2017 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints | Oct 22, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Exploiting generalization in the subspaces for faster model-based learning | Oct 22, 2017 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Multi-Objective Approaches to Markov Decision Processes with Uncertain Transition Parameters | Oct 20, 2017 | Decision Making | —Unverified | 0 |
| Decision Trees for Helpdesk Advisor Graphs | Oct 19, 2017 | Decision Making | —Unverified | 0 |
| Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning | Oct 19, 2017 | Active LearningDecision Making | —Unverified | 0 |
| Exploiting oddsmaker bias to improve the prediction of NFL outcomes | Oct 18, 2017 | Decision Making | —Unverified | 0 |
| Asymmetric Actor Critic for Image-Based Robot Learning | Oct 18, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems | Oct 17, 2017 | Decision Making | —Unverified | 0 |
| Residual Information of Previous Decision Affects Evidence Accumulation in Current Decision | Oct 14, 2017 | Decision Making | —Unverified | 0 |
| On Hashing-Based Approaches to Approximate DNF-Counting | Oct 14, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Two-stage Algorithm for Fairness-aware Machine Learning | Oct 13, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |