| A hybrid machine learning framework for analyzing human decision making through learning preferences | Jun 4, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers | Jun 4, 2019 | Decision MakingMeta-Learning | CodeCode Available | 0 |
| A Case for Backward Compatibility for Human-AI Teams | Jun 4, 2019 | Decision Making | —Unverified | 0 |
| Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease | Jun 4, 2019 | Decision MakingTransfer Learning | CodeCode Available | 0 |
| The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis | Jun 4, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas | Jun 4, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Exploring weight initialization, diversity of solutions, and degradation in recurrent neural networks trained for temporal and decision-making tasks | Jun 3, 2019 | Decision MakingDiversity | CodeCode Available | 0 |
| Hierarchical Decision Making by Generating and Following Natural Language Instructions | Jun 3, 2019 | Decision Making | CodeCode Available | 0 |
| Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications | Jun 3, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Modeling Study of the Effects of Surprisal and Entropy in Perceptual Decision Making of an Adaptive Agent | Jun 1, 2019 | Decision Making | —Unverified | 0 |
| Stance Classification, Outcome Prediction, and Impact Assessment: NLP Tasks for Studying Group Decision-Making | Jun 1, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Recursive Routing Networks: Learning to Compose Modules for Language Understanding | Jun 1, 2019 | Decision MakingNatural Language Inference | —Unverified | 0 |
| Eidos, INDRA, \& Delphi: From Free Text to Executable Causal Models | Jun 1, 2019 | Decision MakingReading Comprehension | CodeCode Available | 0 |
| Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction | Jun 1, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Decision-Making in Reinforcement Learning | Jun 1, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Personalized Modular Network Guided by Structured Knowledge | Jun 1, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Cognitive Functions of the Brain: Perception, Attention and Memory | May 30, 2019 | ArticlesDecision Making | —Unverified | 0 |
| Exploring Computational User Models for Agent Policy Summarization | May 30, 2019 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Neural Consciousness Flow | May 30, 2019 | Decision MakingKnowledge Base Completion | CodeCode Available | 0 |
| Quantifying consensus of rankings based on q-support patterns | May 30, 2019 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Designing and Implementing Data Warehouse for Agricultural Big Data | May 29, 2019 | Data IntegrationDecision Making | —Unverified | 0 |
| Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex | May 29, 2019 | Adversarial AttackBayesian Inference | CodeCode Available | 0 |
| Food for thought: Ethical considerations of user trust in computer vision | May 29, 2019 | Decision Making | —Unverified | 0 |
| Learning Representations by Humans, for Humans | May 29, 2019 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning | May 29, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| ROI Maximization in Stochastic Online Decision-Making | May 28, 2019 | Decision Making | —Unverified | 0 |
| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Policies from Human Data for Skat | May 27, 2019 | Card Gamescounterfactual | —Unverified | 0 |
| Model-Agnostic Counterfactual Explanations for Consequential Decisions | May 27, 2019 | counterfactualDecision Making | CodeCode Available | 1 |
| Ensemble Decision Systems for General Video Game Playing | May 26, 2019 | Decision Making | —Unverified | 0 |
| Equal Opportunity and Affirmative Action via Counterfactual Predictions | May 26, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Composing Task-Agnostic Policies with Deep Reinforcement Learning | May 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning | May 24, 2019 | Decision MakingManagement | —Unverified | 0 |
| Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation | May 24, 2019 | AllDecision Making | CodeCode Available | 0 |
| Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal | May 23, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Leveraging Uncertainty in Deep Learning for Selective Classification | May 23, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces | May 23, 2019 | compressed sensingDecision Making | —Unverified | 0 |
| Learning When-to-Treat Policies | May 23, 2019 | Decision Making | CodeCode Available | 0 |
| A Trust Management and Misbehaviour Detection Mechanism for Multi-Agent Systems and its Application to Intelligent Transportation Systems | May 22, 2019 | Decision MakingFault Detection | —Unverified | 0 |
| Cognitive Model Priors for Predicting Human Decisions | May 22, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| AI-CARGO: A Data-Driven Air-Cargo Revenue Management System | May 22, 2019 | Decision MakingManagement | —Unverified | 0 |
| Optimal Decision Making Under Strategic Behavior | May 22, 2019 | Decision MakingHeuristic Search | CodeCode Available | 1 |
| Thresholding Graph Bandits with GrAPL | May 22, 2019 | Decision Making | CodeCode Available | 0 |
| Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem | May 21, 2019 | Decision Making | —Unverified | 0 |
| A Distributionally Robust Boosting Algorithm | May 20, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems | May 20, 2019 | Decision Making | —Unverified | 0 |
| Robust measurement of innovation performances in Europe with a hierarchy of interacting composite indicators | May 18, 2019 | BenchmarkingDecision Making | —Unverified | 0 |
| Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs | May 17, 2019 | Decision MakingHeuristic Search | —Unverified | 0 |
| Contrastive Fairness in Machine Learning | May 17, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |