| A Large-Scale Study of Probabilistic Calibration in Neural Network Regression | Jun 5, 2023 | AttributeConformal Prediction | CodeCode Available | 1 |
| Explaining AI in Finance: Past, Present, Prospects | Jun 5, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context | Jun 5, 2023 | Decision MakingTraveling Salesman Problem | CodeCode Available | 1 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
| Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs | Jun 5, 2023 | Decision MakingTopic Classification | —Unverified | 0 |
| Data-Driven Online Model Selection With Regret Guarantees | Jun 5, 2023 | Decision Makingmodel | —Unverified | 0 |
| Payoff Mechanism Design for Coordination in Multi-Agent Task Allocation Games | Jun 4, 2023 | Decision Making | —Unverified | 0 |
| On the complexity of linear systems: an approach via rate distortion theory and emulating systems | Jun 4, 2023 | Decision Making | —Unverified | 0 |
| The Power Of Simplicity: Why Simple Linear Models Outperform Complex Machine Learning Techniques -- Case Of Breast Cancer Diagnosis | Jun 4, 2023 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher | Jun 4, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games | Jun 3, 2023 | Decision MakingLearning Theory | —Unverified | 0 |
| Influence Maximization with Fairness at Scale (Extended Version) | Jun 2, 2023 | Decision MakingFairness | —Unverified | 0 |
| Post-COVID Inflation & the Monetary Policy Dilemma: An Agent-Based Scenario Analysis | Jun 2, 2023 | Decision Making | —Unverified | 0 |
| XAI Renaissance: Redefining Interpretability in Medical Diagnostic Models | Jun 2, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI | Jun 1, 2023 | BenchmarkingBrain Tumor Segmentation | —Unverified | 0 |
| Smooth Min-Max Monotonic Networks | Jun 1, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Heterogeneous Knowledge for Augmented Modular Reinforcement Learning | Jun 1, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| AI and the creative realm: A short review of current and future applications | Jun 1, 2023 | Decision Making | —Unverified | 0 |
| Extracting Reward Functions from Diffusion Models | Jun 1, 2023 | Decision MakingImage Generation | CodeCode Available | 1 |
| A Survey on Fairness-aware Recommender Systems | Jun 1, 2023 | Decision MakingFairness | —Unverified | 0 |
| Quantifying Deep Learning Model Uncertainty in Conformal Prediction | Jun 1, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Microstructure quality control of steels using deep learning | Jun 1, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Cross Modal Data Discovery over Structured and Unstructured Data Lakes | Jun 1, 2023 | Data IntegrationDecision Making | CodeCode Available | 0 |
| Better Private Linear Regression Through Better Private Feature Selection | Jun 1, 2023 | Decision Makingfeature selection | —Unverified | 0 |