| 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 |
