| A Hierarchical Pedestrian Behavior Model to Generate Realistic Human Behavior in Traffic Simulation | Jun 1, 2022 | Autonomous VehiclesDecision Making | —Unverified | 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 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision 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 |
| Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 |
| Optimization for Infrastructure Cyber-Physical Systems | May 31, 2022 | Decision Making | —Unverified | 0 |
| Disclosure of Investment Advisor and Broker-Dealer Relationships: Impact on Comprehension and Decision Making | May 31, 2022 | Decision MakingForm | —Unverified | 0 |
| Multi-Agent Learning of Numerical Methods for Hyperbolic PDEs with Factored Dec-MDP | May 31, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| Robust Anytime Learning of Markov Decision Processes | May 31, 2022 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Scalable Distributional Robustness in a Class of Non Convex Optimization with Guarantees | 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 |
| Multi-Agent Reinforcement Learning is a Sequence Modeling Problem | May 30, 2022 | Decision MakingMuJoCo | CodeCode Available | 2 |
| Adaptive Sampling for Discovery | May 30, 2022 | Decision MakingDrug Discovery | —Unverified | 0 |
| Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning | May 30, 2022 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength | May 30, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Unfooling Perturbation-Based Post Hoc Explainers | May 29, 2022 | Adversarial AttackAnomaly Detection | CodeCode Available | 0 |
| Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects | May 29, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare | May 29, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing | May 29, 2022 | Decision MakingGaussian Processes | —Unverified | 0 |
| A Confidence Machine for Sparse High-Order Interaction Model | May 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Functional Linear Regression of Cumulative Distribution Functions | May 28, 2022 | Decision Makingregression | CodeCode Available | 0 |
| Multimodal Fake News Detection via CLIP-Guided Learning | May 28, 2022 | Decision MakingFake News Detection | —Unverified | 0 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
| A Design Space for Explainable Ranking and Ranking Models | May 27, 2022 | Decision MakingDescriptive | —Unverified | 0 |
| Private and Byzantine-Proof Cooperative Decision-Making | May 27, 2022 | Decision Making | —Unverified | 0 |
| Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction | May 27, 2022 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models | May 27, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis | May 27, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-criteria Decision-making of Intelligent Vehicles under Fault Condition Enhancing Public-private Partnership | May 27, 2022 | Decision Making | —Unverified | 0 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| Improving Bidding and Playing Strategies in the Trick-Taking game Wizard using Deep Q-Networks | May 27, 2022 | Decision Making | —Unverified | 0 |
| Fairness in Recommendation: Foundations, Methods and Applications | May 26, 2022 | Decision MakingFairness | —Unverified | 0 |
| Clinical Dialogue Transcription Error Correction using Seq2Seq Models | May 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Leveraging Causal Inference for Explainable Automatic Program Repair | May 26, 2022 | Bug fixingCausal Inference | —Unverified | 0 |
| DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees | May 26, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Neuro-Symbolic Learning of Answer Set Programs from Raw Data | May 25, 2022 | Decision Making | CodeCode Available | 0 |
| GisPy: A Tool for Measuring Gist Inference Score in Text | May 25, 2022 | Coherence EvaluationDecision Making | CodeCode Available | 1 |
| DRL-based Resource Allocation in Remote State Estimation | May 24, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Lyapunov based Stochastic Stability of a Quantum Decision System for Human-Machine Interaction | May 24, 2022 | Decision Making | —Unverified | 0 |
| Competitive Prediction-Aware Online Algorithms for Energy Generation Scheduling in Microgrids | May 24, 2022 | Decision MakingPrediction | —Unverified | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Flow-based Recurrent Belief State Learning for POMDPs | May 23, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning | May 23, 2022 | AttributeDecision Making | —Unverified | 0 |
| Illuminating Salient Contributions in Neuron Activation with Attribution Equilibrium | May 23, 2022 | Decision Making | —Unverified | 0 |
| What is Your Metric Telling You? Evaluating Classifier Calibration under Context-Specific Definitions of Reliability | May 23, 2022 | Classifier calibrationDecision Making | —Unverified | 0 |