| Simplified Continuous High Dimensional Belief Space Planning with Adaptive Probabilistic Belief-dependent Constraints | Feb 13, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning | Feb 13, 2023 | Decision MakingTransfer Learning | —Unverified | 0 |
| Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making | Feb 13, 2023 | Decision Making | —Unverified | 0 |
| Fixing Overconfidence in Dynamic Neural Networks | Feb 13, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| DEPAS: De-novo Pathology Semantic Masks using a Generative Model | Feb 13, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| A Human-Centered Review of Algorithms in Decision-Making in Higher Education | Feb 12, 2023 | Decision MakingFairness | —Unverified | 0 |
| Multi-dimensional discrimination in Law and Machine Learning -- A comparative overview | Feb 12, 2023 | AttributeDecision Making | —Unverified | 0 |
| Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards | Feb 12, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits | Feb 12, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments | Feb 11, 2023 | Cloud ComputingDecision Making | CodeCode Available | 0 |
| Emotion Detection From Social Media Posts | Feb 11, 2023 | Decision Making | —Unverified | 0 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 |
| ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multiagent Reinforcement Learning | Feb 11, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies | Feb 11, 2023 | Decision MakingMultivariate Time Series Forecasting | —Unverified | 0 |
| Machine Learning Based Approach to Recommend MITRE ATT&CK Framework for Software Requirements and Design Specifications | Feb 10, 2023 | Decision Making | —Unverified | 0 |
| A SWAT-based Reinforcement Learning Framework for Crop Management | Feb 10, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making | Feb 10, 2023 | Decision MakingEconometrics | —Unverified | 0 |
| A Graph-Based Modeling Framework for Tracing Hydrological Pollutant Transport in Surface Waters | Feb 10, 2023 | Decision Making | CodeCode Available | 1 |
| A Survey on Causal Reinforcement Learning | Feb 10, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| The Wisdom of Hindsight Makes Language Models Better Instruction Followers | Feb 10, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Smart Resource Allocation Model via Artificial Intelligence in Software Defined 6G Networks | Feb 9, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection | Feb 9, 2023 | Decision MakingDefect Detection | —Unverified | 0 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| Multi-task Representation Learning for Pure Exploration in Linear Bandits | Feb 9, 2023 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning | Feb 9, 2023 | ClassificationDecision Making | —Unverified | 0 |
| Contestable Camera Cars: A Speculative Design Exploration of Public AI That Is Open and Responsive to Dispute | Feb 9, 2023 | Decision Making | —Unverified | 0 |
| NLP-based Decision Support System for Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank | Feb 9, 2023 | Decision Making | —Unverified | 0 |
| Explaining with Greater Support: Weighted Column Sampling Optimization for q-Consistent Summary-Explanations | Feb 9, 2023 | Decision Making | —Unverified | 0 |
| A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis | Feb 8, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Data-driven Protection of Transformers, Phase Angle Regulators, and Transmission Lines in Interconnected Power Systems | Feb 8, 2023 | Decision MakingFault Detection | —Unverified | 0 |
| Consider or Choose? The Role and Power of Consideration Sets | Feb 8, 2023 | Assortment OptimizationDecision Making | —Unverified | 0 |
| Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models | Feb 8, 2023 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten | Feb 8, 2023 | Decision Making | —Unverified | 0 |
| Sentiment analysis and opinion mining on educational data: A survey | Feb 8, 2023 | Decision MakingNegation | —Unverified | 0 |
| SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images | Feb 8, 2023 | Decision Making | —Unverified | 0 |
| Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making | Feb 8, 2023 | Decision Making | —Unverified | 0 |
| Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback | Feb 7, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Linear Partial Monitoring for Sequential Decision-Making: Algorithms, Regret Bounds and Applications | Feb 7, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Simulating the impact of cognitive biases on the mobility transition | Feb 7, 2023 | Decision Making | —Unverified | 0 |
| Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia | Feb 7, 2023 | Decision Making | —Unverified | 0 |
| Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities | Feb 6, 2023 | Decision MakingFact Verification | CodeCode Available | 0 |
| Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning | Feb 6, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 2 |
| Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search | Feb 6, 2023 | Decision MakingGraph Classification | —Unverified | 0 |
| A Strong Baseline for Batch Imitation Learning | Feb 6, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Quantum Circuit Components for Cognitive Decision-Making | Feb 6, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Variational Information Pursuit for Interpretable Predictions | Feb 6, 2023 | Decision MakingMedical Diagnosis | CodeCode Available | 1 |
| Open Problems and Modern Solutions for Deep Reinforcement Learning | Feb 5, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Fair Spatial Indexing: A paradigm for Group Spatial Fairness | Feb 5, 2023 | Decision MakingFairness | —Unverified | 0 |
| AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models | Feb 4, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |