| Configurable Mirror Descent: Towards a Unification of Decision Making | May 20, 2024 | Decision Making | CodeCode Available | 0 |
| PATE: Proximity-Aware Time series anomaly Evaluation | May 20, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 1 |
| SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations | May 19, 2024 | Decision MakingEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| Budgeted Recommendation with Delayed Feedback | May 19, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Large Language Models are Biased Reinforcement Learners | May 19, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| Auto-Platoon : Freight by example | May 19, 2024 | Decision Making | CodeCode Available | 0 |
| Review of Interpretable Machine Learning Models for Disease Prognosis | May 19, 2024 | Decision MakingInterpretable Machine Learning | —Unverified | 0 |
| Movie Revenue Prediction using Machine Learning Models | May 19, 2024 | Decision MakingModel Selection | CodeCode Available | 1 |
| Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments | May 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Selling Correlated Information Products | May 18, 2024 | Decision Making | —Unverified | 0 |
| LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs | May 18, 2024 | Decision MakingMisinformation | —Unverified | 0 |
| Preparing for Black Swans: The Antifragility Imperative for Machine Learning | May 18, 2024 | Continual LearningDecision Making | —Unverified | 0 |
| MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection | May 18, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 2 |
| Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models | May 17, 2024 | Decision MakingFairness | —Unverified | 0 |
| A Comparative Study of Garment Draping Techniques | May 17, 2024 | Decision Making | —Unverified | 0 |
| Contestable AI needs Computational Argumentation | May 17, 2024 | Decision Making | —Unverified | 0 |
| Empowering Prior to Court Legal Analysis: A Transparent and Accessible Dataset for Defensive Statement Classification and Interpretation | May 17, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Challenging the Human-in-the-loop in Algorithmic Decision-making | May 17, 2024 | Decision Making | —Unverified | 0 |
| Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare | May 16, 2024 | Decision Making | —Unverified | 0 |
| Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features | May 16, 2024 | Decision MakingSentence | —Unverified | 0 |
| Monitizer: Automating Design and Evaluation of Neural Network Monitors | May 16, 2024 | Decision Making | —Unverified | 0 |
| Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI | May 16, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Solving the enigma: Deriving optimal explanations of deep networks | May 16, 2024 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| A Unified Deep Transfer Learning Model for Accurate IoT Localization in Diverse Environments | May 16, 2024 | Decision MakingOutdoor Localization | —Unverified | 0 |
| When Large Language Model Meets Optimization | May 16, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Stochastic Q-learning for Large Discrete Action Spaces | May 16, 2024 | Decision MakingQ-Learning | —Unverified | 0 |
| Δ- OPE: Off-Policy Estimation with Pairs of Policies | May 16, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning | May 16, 2024 | Decision MakingInstruction Following | —Unverified | 0 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| Multi-Source Conformal Inference Under Distribution Shift | May 15, 2024 | Decision MakingLength-of-Stay prediction | CodeCode Available | 0 |
| The Unfairness of -Fairness | May 15, 2024 | Decision MakingFairness | —Unverified | 0 |
| Facilitating Opinion Diversity through Hybrid NLP Approaches | May 15, 2024 | Decision MakingDiversity | —Unverified | 0 |
| DemOpts: Fairness corrections in COVID-19 case prediction models | May 15, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Explainable AI for Ship Collision Avoidance: Decoding Decision-Making Processes and Behavioral Intentions | May 15, 2024 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| Beyond the Black Box: Do More Complex Deep Learning Models Provide Superior XAI Explanations? | May 14, 2024 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments | May 14, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Airport Delay Prediction with Temporal Fusion Transformers | May 14, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Contextual Emotion Recognition using Large Vision Language Models | May 14, 2024 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Learning Decision Policies with Instrumental Variables through Double Machine Learning | May 14, 2024 | Decision Makingregression | CodeCode Available | 0 |
| vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement | May 14, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Bird's-Eye View to Street-View: A Survey | May 14, 2024 | Decision MakingSurvey | —Unverified | 0 |
| Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence | May 13, 2024 | Decision Making | CodeCode Available | 0 |
| AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments | May 13, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data | May 13, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Human-Modeling in Sequential Decision-Making: An Analysis through the Lens of Human-Aware AI | May 13, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data | May 13, 2024 | Anomaly DetectionChange Detection | —Unverified | 0 |
| OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition | May 13, 2024 | Decision MakingLoop Closure Detection | CodeCode Available | 2 |
| A Generalist Learner for Multifaceted Medical Image Interpretation | May 13, 2024 | Decision MakingLanguage Modelling | —Unverified | 0 |
| Computational analysis of US Congressional speeches reveals a shift from evidence to intuition | May 12, 2024 | Decision Making | —Unverified | 0 |
| Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective | May 12, 2024 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |