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| A Note on Bias to Complete | Feb 18, 2024 | Decision Making | —Unverified | 0 |
| Dynamic planning in hierarchical active inference | Feb 18, 2024 | Decision Making | CodeCode Available | 1 |
| Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning | Feb 17, 2024 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| Multi-Generative Agent Collective Decision-Making in Urban Planning: A Case Study for Kendall Square Renovation | Feb 17, 2024 | Decision Making | —Unverified | 0 |
| Evaluating the Stability of Deep Learning Latent Feature Spaces | Feb 17, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data | Feb 17, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Probability Tools for Sequential Random Projection | Feb 16, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Operational Collective Intelligence of Humans and Machines | Feb 16, 2024 | Decision Making | —Unverified | 0 |
| FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models | Feb 16, 2024 | Decision MakingFinancial Analysis | CodeCode Available | 0 |
| A Theory of LLM Sampling: Part Descriptive and Part Prescriptive | Feb 16, 2024 | Decision MakingDescriptive | —Unverified | 0 |
| Are you Struggling? Dataset and Baselines for Struggle Determination in Assembly Videos | Feb 16, 2024 | Decision MakingVideo Understanding | CodeCode Available | 0 |
| Optimizing Warfarin Dosing Using Contextual Bandit: An Offline Policy Learning and Evaluation Method | Feb 16, 2024 | Decision Making | —Unverified | 0 |
| Building Trees for Probabilistic Prediction via Scoring Rules | Feb 16, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models | Feb 16, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Explaining generative diffusion models via visual analysis for interpretable decision-making process | Feb 16, 2024 | Decision MakingDenoising | CodeCode Available | 1 |
| Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks | Feb 16, 2024 | Decision Makingparameter-efficient fine-tuning | —Unverified | 0 |
| RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model | Feb 16, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Rethinking Human-like Translation Strategy: Integrating Drift-Diffusion Model with Large Language Models for Machine Translation | Feb 16, 2024 | Decision MakingMachine Translation | —Unverified | 0 |
| PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control | Feb 16, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Network Formation and Dynamics Among Multi-LLMs | Feb 16, 2024 | Decision Making | CodeCode Available | 0 |
| Cloud Kitchen: Using Planning-based Composite AI to Optimize Food Delivery Processes | Feb 16, 2024 | Decision Making | —Unverified | 0 |
| A novel integrated industrial approach with cobots in the age of industry 4.0 through conversational interaction and computer vision | Feb 16, 2024 | Decision Making | —Unverified | 0 |
| RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction | Feb 16, 2024 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Generative AI and Process Systems Engineering: The Next Frontier | Feb 15, 2024 | Decision MakingImage Generation | —Unverified | 0 |
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| Practitioners' Challenges and Perceptions of CI Build Failure Predictions at Atlassian | Feb 15, 2024 | Decision Making | —Unverified | 0 |
| Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources | Feb 15, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | CodeCode Available | 2 |
| Second Order Methods for Bandit Optimization and Control | Feb 14, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Reasoning over Uncertain Text by Generative Large Language Models | Feb 14, 2024 | Decision MakingMathematical Reasoning | CodeCode Available | 0 |
| STEER: Assessing the Economic Rationality of Large Language Models | Feb 14, 2024 | Decision Making | —Unverified | 0 |
| Inference for an Algorithmic Fairness-Accuracy Frontier | Feb 14, 2024 | Decision MakingFairness | —Unverified | 0 |
| Dataset Clustering for Improved Offline Policy Learning | Feb 14, 2024 | Clusteringcontinuous-control | CodeCode Available | 0 |
| Cross-Temporal Forecast Reconciliation at Digital Platforms with Machine Learning | Feb 14, 2024 | Decision Making | —Unverified | 0 |
| LogicPrpBank: A Corpus for Logical Implication and Equivalence | Feb 14, 2024 | Decision Making | CodeCode Available | 0 |
| Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems | Feb 14, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
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| Computational Complexity of Preferred Subset Repairs on Data-Graphs | Feb 14, 2024 | Decision Making | —Unverified | 0 |
| Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification | Feb 14, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| An Adaptive System Architecture for Multimodal Intelligent Transportation Systems | Feb 13, 2024 | Data IntegrationDecision Making | —Unverified | 0 |
| Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring | Feb 13, 2024 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| Intelligent Agricultural Management Considering N_2O Emission and Climate Variability with Uncertainties | Feb 13, 2024 | Decision MakingManagement | —Unverified | 0 |
| Average-Case Analysis of Iterative Voting | Feb 13, 2024 | Decision Making | —Unverified | 0 |
| Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings | Feb 13, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Differentially Private Distributed Inference | Feb 13, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Inherent Diverse Redundant Safety Mechanisms for AI-based Software Elements in Automotive Applications | Feb 13, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| LLMs and the Human Condition | Feb 13, 2024 | Decision MakingPhilosophy | —Unverified | 0 |
| CMA-R:Causal Mediation Analysis for Explaining Rumour Detection | Feb 13, 2024 | Decision MakingRumour Detection | CodeCode Available | 0 |