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| Reasoning over Uncertain Text by Generative Large Language Models | Feb 14, 2024 | Decision MakingMathematical Reasoning | CodeCode Available | 0 |
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| What is Fair? Defining Fairness in Machine Learning for Health | Jun 13, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning | Jul 1, 2019 | Decision MakingImage Captioning | CodeCode Available | 0 |
| Breaking the Context Bottleneck on Long Time Series Forecasting | Dec 21, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Explainable Authorship Verification in Social Media via Attention-based Similarity Learning | Oct 17, 2019 | Authorship VerificationDecision Making | CodeCode Available | 0 |
| Humans, Machine Learning, and Language Models in Union: A Cognitive Study on Table Unionability | Jun 15, 2025 | Decision Making | CodeCode Available | 0 |
| Neural Networks Use Distance Metrics | Nov 26, 2024 | Decision Making | CodeCode Available | 0 |
| Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack | Sep 23, 2021 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Deep Item-based Collaborative Filtering for Top-N Recommendation | Nov 11, 2018 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
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| Learning Human-Compatible Representations for Case-Based Decision Support | Mar 6, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
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| A Bayesian Theory of Conformity in Collective Decision Making | Dec 1, 2019 | Decision Making | CodeCode Available | 0 |
| Collision Avoidance in Pedestrian-Rich Environments with Deep Reinforcement Learning | Oct 24, 2019 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
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| Neural Program Synthesis from Diverse Demonstration Videos | Jul 1, 2018 | Decision MakingProgram Synthesis | CodeCode Available | 0 |
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| Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making | May 27, 2023 | Decision Making | CodeCode Available | 0 |
| Gaining Free or Low-Cost Transparency with Interpretable Partial Substitute | Feb 12, 2018 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 0 |
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| Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models | Mar 15, 2018 | Decision Making | CodeCode Available | 0 |
| On the Explanation of Machine Learning Predictions in Clinical Gait Analysis | Dec 16, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Minimax AUC Fairness: Efficient Algorithm with Provable Convergence | Aug 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation | Jul 20, 2024 | Decision MakingImage Generation | CodeCode Available | 0 |
| Deep Distribution Regression | Mar 14, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Minimax-Bayes Reinforcement Learning | Feb 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
| SiCo: An Interactive Size-Controllable Virtual Try-On Approach for Informed Decision-Making | Aug 5, 2024 | Decision MakingVirtual Try-on | CodeCode Available | 0 |
| Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving | Feb 21, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction | Feb 10, 2024 | Decision Makingspeech-recognition | CodeCode Available | 0 |
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| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Explainable Multi-View Deep Networks Methodology for Experimental Physics | Aug 16, 2023 | Decision MakingMULTI-VIEW LEARNING | CodeCode Available | 0 |
| Deep Causal Inference for Point-referenced Spatial Data with Continuous Treatments | Dec 5, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
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| Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making | Sep 13, 2019 | Decision Making | CodeCode Available | 0 |
| RDMM: Fine-Tuned LLM Models for On-Device Robotic Decision Making with Enhanced Contextual Awareness in Specific Domains | Jan 28, 2025 | Decision Makingspeech-recognition | CodeCode Available | 0 |
| Explainable Reinforcement Learning via Model Transforms | Sep 24, 2022 | Decision Makingmodel | CodeCode Available | 0 |
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| Predicting Decisions in Language Based Persuasion Games | Dec 17, 2020 | Decision Making | CodeCode Available | 0 |
| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |