| Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems | Feb 7, 2022 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| Doing Right by Not Doing Wrong in Human-Robot Collaboration | Feb 5, 2022 | Decision MakingFairness | —Unverified | 0 |
| Relational Artificial Intelligence | Feb 4, 2022 | Decision MakingPhilosophy | —Unverified | 0 |
| Deep End-to-end Causal Inference | Feb 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Implementation of a Type-2 Fuzzy Logic Based Prediction System for the Nigerian Stock Exchange | Feb 4, 2022 | Decision Making | —Unverified | 0 |
| COVID-19 Hospitalizations Forecasts Using Internet Search Data | Feb 3, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Hidden Heterogeneity: When to Choose Similarity-Based Calibration | Feb 3, 2022 | Classifier calibrationDecision Making | CodeCode Available | 0 |
| ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search | Feb 3, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare | Feb 3, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Separating Rule Discovery and Global Solution Composition in a Learning Classifier System | Feb 3, 2022 | Decision Making | CodeCode Available | 0 |
| SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification | Feb 3, 2022 | Cancer type classificationDecision Making | CodeCode Available | 0 |
| Improved Regret for Differentially Private Exploration in Linear MDP | Feb 2, 2022 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems | Feb 2, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors | Feb 2, 2022 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation | Feb 2, 2022 | Decision Making | —Unverified | 0 |
| Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Exploring layerwise decision making in DNNs | Feb 1, 2022 | Decision Making | —Unverified | 0 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Compactness Score: A Fast Filter Method for Unsupervised Feature Selection | Jan 31, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Reinforcement Learning with Heterogeneous Data: Estimation and Inference | Jan 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Neural Collaborative Filtering Bandits via Meta Learning | Jan 31, 2022 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Fundamental Limits for Sensor-Based Robot Control | Jan 31, 2022 | Decision Making | CodeCode Available | 0 |
| Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning | Jan 30, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| Coordinated Frequency Control through Safe Reinforcement Learning | Jan 30, 2022 | AI AgentDecision Making | —Unverified | 0 |
| A Safety-Critical Decision Making and Control Framework Combining Machine Learning and Rule-based Algorithms | Jan 30, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| An Open Data and Geo-based Information Systems | Jan 29, 2022 | Decision Making | —Unverified | 0 |
| Explaining Reinforcement Learning Policies through Counterfactual Trajectories | Jan 29, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes | Jan 29, 2022 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems | Jan 28, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Learning Curves for Decision Making in Supervised Machine Learning: A Survey | Jan 28, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks | Jan 27, 2022 | Decision Makingvalid | —Unverified | 0 |
| Burst-dependent plasticity and dendritic amplification support target-based learning and hierarchical imitation learning | Jan 27, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Boosting Exploration in Multi-Task Reinforcement Learning using Adversarial Networks | Jan 27, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Visualizing the Diversity of Representations Learned by Bayesian Neural Networks | Jan 26, 2022 | Contrastive LearningDecision Making | —Unverified | 0 |
| DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction | Jan 26, 2022 | Decision MakingMRI Reconstruction | —Unverified | 0 |
| Cybertrust: From Explainable to Actionable and Interpretable AI (AI2) | Jan 26, 2022 | Decision Making | —Unverified | 0 |
| Promises and Challenges of Causality for Ethical Machine Learning | Jan 26, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Probe-Based Interventions for Modifying Agent Behavior | Jan 26, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Hyperparameter Tuning for Deep Reinforcement Learning Applications | Jan 26, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Combining Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning in Robotics | Jan 25, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| Multimodal data matters: language model pre-training over structured and unstructured electronic health records | Jan 25, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Cyber Mobility Mirror for Enabling Cooperative Driving Automation in Mixed Traffic: A Co-Simulation Platform | Jan 24, 2022 | 3D ReconstructionDecision Making | —Unverified | 0 |
| BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic | Jan 24, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| State-Conditioned Adversarial Subgoal Generation | Jan 24, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Deeply Explain CNN via Hierarchical Decomposition | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| Distributed Bandits with Heterogeneous Agents | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| An Analysis and Comparison of ACT-R and Soar | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| Causal effect of racial bias in data and machine learning algorithms on user persuasiveness & discriminatory decision making: An Empirical Study | Jan 22, 2022 | counterfactualDecision Making | —Unverified | 0 |