| Topological Data Analysis Ball Mapper for Finance | Jun 8, 2022 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach | Jun 7, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Interpretability of artificial neural network models in artificial Intelligence vs. neuroscience | Jun 7, 2022 | Decision Making | —Unverified | 0 |
| CPES-QSM: A Quantitative Method Towards the Secure Operation of Cyber-Physical Energy Systems | Jun 7, 2022 | Decision Making | —Unverified | 0 |
| Asymptotic Instance-Optimal Algorithms for Interactive Decision Making | Jun 6, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Forecasting COVID- 19 cases using Statistical Models and Ontology-based Semantic Modelling: A real time data analytics approach | Jun 6, 2022 | Decision MakingTime Series Analysis | —Unverified | 0 |
| Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL | Jun 6, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient entity-based reinforcement learning | Jun 6, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AI | Jun 6, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Convergence and sample complexity of natural policy gradient primal-dual methods for constrained MDPs | Jun 6, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT | Jun 6, 2022 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning | Jun 6, 2022 | Adversarial AttackDecision Making | —Unverified | 0 |
| Sequential Counterfactual Decision-Making Under Confounded Reward | Jun 5, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Information Threshold, Bayesian Inference and Decision-Making | Jun 5, 2022 | Bayesian InferenceBinary Classification | —Unverified | 0 |
| Models of human preference for learning reward functions | Jun 5, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Interpretable Mixture of Experts | Jun 5, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Interpolating Between Softmax Policy Gradient and Neural Replicator Dynamics with Capped Implicit Exploration | Jun 4, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning | Jun 4, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning | Jun 4, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs | Jun 3, 2022 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain | Jun 3, 2022 | Decision MakingFairness | —Unverified | 0 |
| Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games | Jun 3, 2022 | Decision Making | —Unverified | 0 |
| Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology | Jun 3, 2022 | Decision MakingMultiple Instance Learning | —Unverified | 0 |
| Uncertainty Estimation in Machine Learning | Jun 3, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Unified Recurrence Modeling for Video Action Anticipation | Jun 2, 2022 | Action AnticipationDecision Making | CodeCode Available | 0 |
| HEX: Human-in-the-loop Explainability via Deep Reinforcement Learning | Jun 2, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Robust Online Portfolio Selection | Jun 2, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Rashomon Capacity: A Metric for Predictive Multiplicity in Classification | Jun 2, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Logic-Based Ethical Planning | Jun 1, 2022 | Decision Making | —Unverified | 0 |
| FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| Corpus Creation for Sentiment Analysis in Code-Mixed Tulu Text | Jun 1, 2022 | Decision MakingSentiment Analysis | —Unverified | 0 |
| A Corpus of German Citizen Contributions in Mobility Planning: Supporting Evaluation Through Multidimensional Classification | Jun 1, 2022 | Decision Making | CodeCode Available | 0 |
| A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs | Jun 1, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Hierarchical Pedestrian Behavior Model to Generate Realistic Human Behavior in Traffic Simulation | Jun 1, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification | Jun 1, 2022 | Decision MakingDocument Classification | —Unverified | 0 |
| Scaling up Discourse Quality Annotation for Political Science | Jun 1, 2022 | Argument MiningData Augmentation | CodeCode Available | 0 |
| Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| What Is Going through Your Mind? Metacognitive Events Classification in Human-Agent Interactions | Jun 1, 2022 | Decision Makingvalid | —Unverified | 0 |
| Scalable Distributional Robustness in a Class of Non Convex Optimization with Guarantees | May 31, 2022 | Decision MakingForm | —Unverified | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Robust Anytime Learning of Markov Decision Processes | May 31, 2022 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Optimization for Infrastructure Cyber-Physical Systems | May 31, 2022 | Decision Making | —Unverified | 0 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| Multi-Agent Learning of Numerical Methods for Hyperbolic PDEs with Factored Dec-MDP | May 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Disclosure of Investment Advisor and Broker-Dealer Relationships: Impact on Comprehension and Decision Making | May 31, 2022 | Decision MakingForm | —Unverified | 0 |
| Causal Explanations for Sequential Decision Making Under Uncertainty | May 30, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |