| Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness | May 21, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| Principal Fairness for Human and Algorithmic Decision-Making | May 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Studying Product Competition Using Representation Learning | May 21, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Combining the Causal Judgments of Experts with Possibly Different Focus Areas | May 20, 2020 | Decision Making | —Unverified | 0 |
| A quantum procedure for map generation | May 20, 2020 | Decision Making | —Unverified | 0 |
| MDPs with Unawareness in Robotics | May 20, 2020 | Decision Making | —Unverified | 0 |
| A reinforcement learning based decision support system in textile manufacturing process | May 20, 2020 | Decision MakingQ-Learning | —Unverified | 0 |
| Implementability of Honest Multi-Agent Sequential Decision-Making with Dynamic Population | May 19, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy | May 19, 2020 | Decision MakingFairness | —Unverified | 0 |
| The Natural Capital Indicator Framework (NCIF): A framework of indicators for national natural capital reporting | May 18, 2020 | Decision Making | —Unverified | 0 |
| Visual Memorability for Robotic Interestingness via Unsupervised Online Learning | May 18, 2020 | Decision MakingIncremental Learning | CodeCode Available | 1 |
| An Effective End-to-End Modeling Approach for Mispronunciation Detection | May 18, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 |
| Neural Collaborative Reasoning | May 16, 2020 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| Think Too Fast Nor Too Slow: The Computational Trade-off Between Planning And Reinforcement Learning | May 15, 2020 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Data-driven Dynamic Multi-objective Optimal Control: An Aspiration-satisfying Reinforcement Learning Approach | May 14, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Evolved Explainable Classifications for Lymph Node Metastases | May 14, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Patient Similarity Analysis with Longitudinal Health Data | May 14, 2020 | Decision Making | —Unverified | 0 |
| Neutrality May Matter: Sentiment Analysis in Reviews of Airbnb, Booking, and Couchsurfing in Brazil and USA | May 13, 2020 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Socio-Economic Impacts of COVID-19 on Household Consumption and Poverty | May 12, 2020 | Decision Making | —Unverified | 0 |
| Training spiking neural networks using reinforcement learning | May 12, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Scalable First-Order Methods for Robust MDPs | May 11, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Counterfactual Propagation for Semi-Supervised Individual Treatment Effect Estimation | May 11, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Hemogram Data as a Tool for Decision-making in COVID-19 Management: Applications to Resource Scarcity Scenarios | May 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | —Unverified | 0 |
| Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL | May 10, 2020 | Decision MakingLifelong learning | CodeCode Available | 1 |
| Probabilistic Multi-Step-Ahead Short-Term Water Demand Forecasting with Lasso | May 9, 2020 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Learning hierarchical behavior and motion planning for autonomous driving | May 8, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Choose Your Own Question: Encouraging Self-Personalization in Learning Path Construction | May 8, 2020 | Decision Making | —Unverified | 0 |
| Inference with Choice Functions Made Practical | May 7, 2020 | Decision Making | —Unverified | 0 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach | May 7, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Visualisation and knowledge discovery from interpretable models | May 7, 2020 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Value relevance of the components of oil and gas reserve quantity change disclosures of upstream oil and gas companies in the london stock exchange | May 6, 2020 | Decision Making | —Unverified | 0 |
| A framework for probabilistic weather forecast post-processing across models and lead times using machine learning | May 6, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Heuristics in experiments with infinitely large strategy spaces | May 5, 2020 | Decision Making | —Unverified | 0 |
| Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images | May 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box | May 5, 2020 | Asset ManagementDecision Making | —Unverified | 0 |
| A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data | May 5, 2020 | Decision MakingVariable Selection | CodeCode Available | 0 |
| Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition | May 5, 2020 | Activity RecognitionDecision Making | —Unverified | 0 |
| Heuristic-Based Weak Learning for Automated Decision-Making | May 5, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors | May 5, 2020 | Decision Makingimage-classification | —Unverified | 0 |
| Semi-supervised lung nodule retrieval | May 4, 2020 | Binary ClassificationContent-Based Image Retrieval | —Unverified | 0 |
| Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems | May 4, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Autoencoders for strategic decision support | May 3, 2020 | Decision Making | —Unverified | 0 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Dimensions of Diversity in Human Perceptions of Algorithmic Fairness | May 2, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Decision-Making, Sub-Additive Recursive "Matching" Noise And Biases In Risk-Weighted Stock/Bond Index Calculation Methods In Incomplete Markets With Partially Observable Multi-Attribute Preferences | May 1, 2020 | AttributeDecision Making | —Unverified | 0 |
| MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis | May 1, 2020 | AnatomyDecision Making | —Unverified | 0 |