| Towards a methodology for addressing missingness in datasets, with an application to demographic health datasets | Nov 5, 2022 | Dataset GenerationDecision Making | —Unverified | 0 |
| Beyond spiking networks: the computational advantages of dendritic amplification and input segregation | Nov 4, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems using Lifelong Self-Adaptation | Nov 4, 2022 | Decision MakingSelf Adaptive System | —Unverified | 0 |
| DetAIL : A Tool to Automatically Detect and Analyze Drift In Language | Nov 3, 2022 | Decision MakingSentence | —Unverified | 0 |
| A Survey on Reinforcement Learning in Aviation Applications | Nov 3, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fairness in Federated Learning via Core-Stability | Nov 3, 2022 | Decision MakingFairness | —Unverified | 0 |
| Decomposing Counterfactual Explanations for Consequential Decision Making | Nov 3, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Analysing the effectiveness of a generative model for semi-supervised medical image segmentation | Nov 3, 2022 | Decision MakingImage Segmentation | —Unverified | 0 |
| Active CT Reconstruction with a Learned Sampling Policy | Nov 3, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| GEC: A Unified Framework for Interactive Decision Making in MDP, POMDP, and Beyond | Nov 3, 2022 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales | Nov 3, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Streaming Audio-Visual Speech Recognition with Alignment Regularization | Nov 3, 2022 | Audio-Visual Speech RecognitionAutomatic Speech Recognition | —Unverified | 0 |
| Robust Few-shot Learning Without Using any Adversarial Samples | Nov 3, 2022 | Decision MakingFew-Shot Learning | CodeCode Available | 0 |
| Learning to Price Supply Chain Contracts against a Learning Retailer | Nov 2, 2022 | Decision Making | —Unverified | 0 |
| Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality | Nov 2, 2022 | Decision Making | —Unverified | 0 |
| CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation | Nov 2, 2022 | cross-modal alignmentDecision Making | CodeCode Available | 1 |
| ADPTriage: Approximate Dynamic Programming for Bug Triage | Nov 2, 2022 | Bug fixingDecision Making | CodeCode Available | 0 |
| A Data-driven Case-based Reasoning in Bankruptcy Prediction | Nov 2, 2022 | Decision MakingPrediction | —Unverified | 0 |
| A survey on the development status and application prospects of knowledge graph in smart grids | Nov 2, 2022 | Decision Making | —Unverified | 0 |
| Task-Oriented Over-the-Air Computation for Multi-Device Edge AI | Nov 2, 2022 | Decision Making | —Unverified | 0 |
| Manipulation of individual judgments in the quantitative pairwise comparisons method | Nov 1, 2022 | Decision Making | —Unverified | 0 |
| Dungeons and Data: A Large-Scale NetHack Dataset | Nov 1, 2022 | Decision MakingNetHack | CodeCode Available | 2 |
| Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian | Nov 1, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability | Oct 31, 2022 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Teacher-student curriculum learning for reinforcement learning | Oct 31, 2022 | Board GamesDecision Making | —Unverified | 0 |
| Variance reduced Shapley value estimation for trustworthy data valuation | Oct 30, 2022 | Data ValuationDecision Making | —Unverified | 0 |
| Towards Versatile Embodied Navigation | Oct 30, 2022 | Decision MakingVision-Language Navigation | CodeCode Available | 1 |
| On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning | Oct 30, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution | Oct 29, 2022 | Decision MakingFuture prediction | —Unverified | 0 |
| UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification | Oct 28, 2022 | Decision Making | —Unverified | 0 |
| Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs | Oct 28, 2022 | Decision Making | —Unverified | 0 |
| Mitigating Health Disparities in EHR via Deconfounder | Oct 28, 2022 | AttributeDecision Making | —Unverified | 0 |
| Improving Chest X-Ray Classification by RNN-based Patient Monitoring | Oct 28, 2022 | Decision Makingimage-classification | —Unverified | 0 |
| Beyond calibration: estimating the grouping loss of modern neural networks | Oct 28, 2022 | Decision Makingscoring rule | CodeCode Available | 1 |
| Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models | Oct 27, 2022 | Decision MakingSurvival Analysis | —Unverified | 0 |
| Risk-Averse Model Predictive Control for Priced Timed Automata | Oct 27, 2022 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Regret Bounds and Experimental Design for Estimate-then-Optimize | Oct 27, 2022 | Decision MakingExperimental Design | —Unverified | 0 |
| Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions | Oct 27, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Painting the black box white: experimental findings from applying XAI to an ECG reading setting | Oct 27, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Circular Pythagorean fuzzy sets and applications to multi-criteria decision making | Oct 27, 2022 | Decision Making | —Unverified | 0 |
| Hybrid Indoor Localization via Reinforcement Learning-based Information Fusion | Oct 27, 2022 | Decision MakingIndoor Localization | —Unverified | 0 |
| Efficient Learning of Decision-Making Models: A Penalty Block Coordinate Descent Algorithm for Data-Driven Inverse Optimization | Oct 27, 2022 | Decision Making | —Unverified | 0 |
| A knowledge-driven vowel-based approach of depression classification from speech using data augmentation | Oct 27, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Quantum deep recurrent reinforcement learning | Oct 26, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| A Case for Business Process-Specific Foundation Models | Oct 26, 2022 | Decision Making | —Unverified | 0 |
| BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples | Oct 26, 2022 | Decision MakingNatural Language Inference | CodeCode Available | 0 |
| HSVI can solve zero-sum Partially Observable Stochastic Games | Oct 26, 2022 | Decision MakingHeuristic Search | —Unverified | 0 |
| A POMDP Model for Safe Geological Carbon Sequestration | Oct 25, 2022 | Decision Makingmodel | —Unverified | 0 |
| A machine learning model to identify corruption in México's public procurement contracts | Oct 25, 2022 | Decision Making | —Unverified | 0 |