| View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums | Oct 14, 2021 | Decision MakingRobot Navigation | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
| Power and Accountability in RL-driven Environmental Policy | Oct 12, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fourier-based Video Prediction through Relational Object Motion | Oct 12, 2021 | Decision MakingObject | —Unverified | 0 |
| Action-Sufficient State Representation Learning for Control with Structural Constraints | Oct 12, 2021 | Computational EfficiencyDecision Making | —Unverified | 0 |
| SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer | Oct 12, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR | Oct 11, 2021 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| Explainable Fact-checking through Question Answering | Oct 11, 2021 | Decision MakingFact Checking | —Unverified | 0 |
| Understanding the Safety Requirements for Learning-based Power Systems Operations | Oct 11, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Towards Explainable Real Estate Valuation via Evolutionary Algorithms | Oct 11, 2021 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 |
| A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets | Oct 10, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Predicting the spread of COVID-19 in Delhi, India using Deep Residual Recurrent Neural Networks | Oct 9, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Predicting decision-making in the future: Human versus Machine | Oct 9, 2021 | Decision Making | —Unverified | 0 |
| Human-Aware Robot Navigation via Reinforcement Learning with Hindsight Experience Replay and Curriculum Learning | Oct 9, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications | Oct 8, 2021 | Decision MakingFault Diagnosis | —Unverified | 0 |
| Governance and Communication of Algorithmic Decision Making: A Case Study on Public Sector | Oct 8, 2021 | Decision Making | —Unverified | 0 |
| When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits | Oct 8, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters | Oct 8, 2021 | Decision Makingenergy management | —Unverified | 0 |
| Uncertainty Quantification in LV State Estimation Under High Shares of Flexible Resources | Oct 8, 2021 | Decision Makingquantile regression | —Unverified | 0 |
| Medical Dead-ends and Learning to Identify High-risk States and Treatments | Oct 8, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach | Oct 7, 2021 | Decision MakingManagement | —Unverified | 0 |
| Optimizing Oil and Gas Acquisitions Using Recommender Systems | Oct 7, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Injecting Planning-Awareness into Prediction and Detection Evaluation | Oct 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model | Oct 7, 2021 | Atari GamesDecision Making | —Unverified | 0 |
| Improving Prediction Confidence in Learning-Enabled Autonomous Systems | Oct 7, 2021 | Conformal PredictionDecision Making | —Unverified | 0 |
| Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving | Oct 7, 2021 | Decision Making | —Unverified | 0 |
| Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design | Oct 7, 2021 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network | Oct 7, 2021 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| Metastable dynamics of neural circuits and networks | Oct 6, 2021 | Decision Making | —Unverified | 0 |
| Compositional Q-learning for electrolyte repletion with imbalanced patient sub-populations | Oct 6, 2021 | Decision MakingNavigate | —Unverified | 0 |
| Can an AI agent hit a moving target? | Oct 6, 2021 | AI AgentDecision Making | —Unverified | 0 |
| Semantic Prediction: Which One Should Come First, Recognition or Prediction? | Oct 6, 2021 | Decision MakingPrediction | CodeCode Available | 0 |
| Investigating Health-Aware Smart-Nudging with Machine Learning to Help People Pursue Healthier Eating-Habits | Oct 5, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Heat and Economic Preferences | Oct 5, 2021 | Decision MakingSurvey | —Unverified | 0 |
| Noise, fake news, and tenacious Bayesians | Oct 5, 2021 | Decision Making | —Unverified | 0 |
| BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images | Oct 5, 2021 | Decision Making | —Unverified | 0 |
| Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning | Oct 5, 2021 | Action RecognitionBayesian Inference | —Unverified | 0 |
| Gambits: Theory and Evidence | Oct 5, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Estimating Potential Outcome Distributions with Collaborating Causal Networks | Oct 4, 2021 | Causal InferenceDecision Making | —Unverified | 0 |
| Rerunning OCR: A Machine Learning Approach to Quality Assessment and Enhancement Prediction | Oct 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Skill Induction and Planning with Latent Language | Oct 4, 2021 | Decision Making | —Unverified | 0 |
| Risk-Aware Learning for Scalable Voltage Optimization in Distribution Grids | Oct 4, 2021 | Decision Making | CodeCode Available | 0 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| An Unsupervised Video Game Playstyle Metric via State Discretization | Oct 3, 2021 | Atari GamesCar Racing | CodeCode Available | 0 |
| Probabilistic Prediction for Binary Treatment Choice: with focus on personalized medicine | Oct 2, 2021 | Decision MakingPrediction | —Unverified | 0 |
| ProTo: Program-Guided Transformer for Program-Guided Tasks | Oct 2, 2021 | Decision MakingLearning to Execute | CodeCode Available | 1 |
| Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR | Oct 2, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| FairFed: Enabling Group Fairness in Federated Learning | Oct 2, 2021 | Decision MakingFairness | —Unverified | 0 |
| Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams | Oct 2, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction | Oct 1, 2021 | Decision MakingManagement | CodeCode Available | 1 |