| Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization | Oct 9, 2020 | Breast Cancer DetectionDecision Making | —Unverified | 0 |
| Cluster Activation Mapping with Applications to Medical Imaging | Oct 9, 2020 | ClusteringDecision Making | —Unverified | 0 |
| CryptoCredit: Securely Training Fair Models | Oct 9, 2020 | Decision Makingregression | —Unverified | 0 |
| Learning Value Functions in Deep Policy Gradients using Residual Variance | Oct 9, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning | Oct 9, 2020 | Decision MakingGPU | —Unverified | 0 |
| Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines | Oct 8, 2020 | Common Sense ReasoningCommonsense Reasoning for RL | CodeCode Available | 1 |
| Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies | Oct 8, 2020 | Decision MakingManagement | CodeCode Available | 1 |
| Clustering Analysis of Interactive Learning Activities Based on Improved BIRCH Algorithm | Oct 8, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Assessing Classifier Fairness with Collider Bias | Oct 8, 2020 | Decision MakingFairness | —Unverified | 0 |
| A survey of algorithmic recourse: definitions, formulations, solutions, and prospects | Oct 8, 2020 | Decision MakingFairness | —Unverified | 0 |
| Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study | Oct 8, 2020 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors | Oct 8, 2020 | Decision MakingScene Understanding | —Unverified | 0 |
| Social movie recommender system based on deep autoencoder network using Twitter data | Oct 7, 2020 | Collaborative FilteringDecision Making | —Unverified | 0 |
| A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization | Oct 7, 2020 | Decision MakingFairness | —Unverified | 0 |
| Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients | Oct 7, 2020 | Decision MakingMortality Prediction | —Unverified | 0 |
| Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision | Oct 7, 2020 | Decision MakingSentence | CodeCode Available | 0 |
| Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations | Oct 7, 2020 | ArticlesDecision Making | —Unverified | 0 |
| Artificial intelligence supported anemia control system (AISACS) to prevent anemia in maintenance hemodialysis patients | Oct 6, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Usable Information and Evolution of Optimal Representations During Training | Oct 6, 2020 | Decision Makingimage-classification | —Unverified | 0 |
| Learning to Generalize for Sequential Decision Making | Oct 5, 2020 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading | Oct 5, 2020 | Decision MakingDiscourse Segmentation | CodeCode Available | 1 |
| Block Chain and Internet of Nano-Things for Optimizing Chemical Sensing in Smart Farming | Oct 5, 2020 | Decision MakingManagement | —Unverified | 0 |
| A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning | Oct 5, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Automatic CAD-RADS Scoring Using Deep Learning | Oct 5, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Learning Risk Preferences from Investment Portfolios Using Inverse Optimization | Oct 4, 2020 | Decision MakingManagement | —Unverified | 0 |
| A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games | Oct 4, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Explaining Deep Neural Networks | Oct 4, 2020 | Decision Makingspeech-recognition | —Unverified | 0 |
| Mining and modeling complex leadership-followership dynamics of movement data | Oct 4, 2020 | Decision MakingLeadership Inference | —Unverified | 0 |
| Mean-Variance Efficient Reinforcement Learning with Applications to Dynamic Financial Investment | Oct 3, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| TextDecepter: Hard Label Black Box Attack on Text Classification | Oct 2, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Deliberative Acting, Online Planning and Learning with Hierarchical Operational Models | Oct 2, 2020 | Decision MakingDescriptive | —Unverified | 0 |
| POMDPs in Continuous Time and Discrete Spaces | Oct 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Overcoming Data Sparsity in Group Recommendation | Oct 2, 2020 | Decision MakingGraph Embedding | —Unverified | 0 |
| Features Understanding in 3D CNNs for Actions Recognition in Video | Oct 1, 2020 | Action RecognitionDecision Making | CodeCode Available | 0 |
| Machine learning on Crays to optimise petrophysical workflows in oil and gas exploration | Oct 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Bridging the gap between Markowitz planning and deep reinforcement learning | Sep 30, 2020 | Asset ManagementAutonomous Driving | —Unverified | 0 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Wasserstein Distributionally Robust Inverse Multiobjective Optimization | Sep 30, 2020 | Decision MakingMultiobjective Optimization | —Unverified | 0 |
| Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars | Sep 29, 2020 | Decision MakingEthics | —Unverified | 0 |
| GraphITE: Estimating Individual Effects of Graph-structured Treatments | Sep 29, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Aligning Intraobserver Agreement by Transitivity | Sep 29, 2020 | Decision Making | —Unverified | 0 |
| Policy Gradient with Expected Quadratic Utility Maximization: A New Mean-Variance Approach in Reinforcement Learning | Sep 28, 2020 | Decision MakingManagement | —Unverified | 0 |
| Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games | Sep 28, 2020 | Autonomous RacingDecision Making | —Unverified | 0 |
| Semi-Supervised Learning of Multi-Object 3D Scene Representations | Sep 28, 2020 | Decision MakingObject | —Unverified | 0 |
| Regression to the Tail: Why the Olympics Blow Up | Sep 28, 2020 | Decision Makingregression | —Unverified | 0 |
| Kaplan-Meier type survival curves for COVID-19: a health data based decision-making tool | Sep 28, 2020 | Decision Making | —Unverified | 0 |
| Deep Representational Similarity Learning for analyzing neural signatures in task-based fMRI dataset | Sep 28, 2020 | Decision Making | —Unverified | 0 |
| Deep Learning-Based Automatic Detection of Poorly Positioned Mammograms to Minimize Patient Return Visits for Repeat Imaging: A Real-World Application | Sep 28, 2020 | Breast Cancer DetectionDecision Making | —Unverified | 0 |
| Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon | Sep 28, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Visual Exploration and Knowledge Discovery from Biomedical Dark Data | Sep 28, 2020 | Data VisualizationDecision Making | —Unverified | 0 |