| Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning | Oct 11, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples | Oct 11, 2023 | Decision Making | —Unverified | 0 |
| Prospective Side Information for Latent MDPs | Oct 11, 2023 | Decision Making | —Unverified | 0 |
| Interaction-aware Traffic Prediction and Scenario-based Model Predictive Control for Autonomous Vehicles on Highways | Oct 11, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation | Oct 11, 2023 | Decision Making | —Unverified | 0 |
| QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking | Oct 11, 2023 | Decision MakingFact Checking | CodeCode Available | 1 |
| Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models | Oct 11, 2023 | Decision MakingModel Selection | —Unverified | 0 |
| Imitation Learning from Purified Demonstrations | Oct 11, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Learning a Reward Function for User-Preferred Appliance Scheduling | Oct 11, 2023 | Decision MakingScheduling | CodeCode Available | 0 |
| Decentralization of Energy Systems with Blockchain: Bridging Top-down and Bottom-up Management of the Electricity Grid | Oct 11, 2023 | Decision Makingenergy trading | —Unverified | 0 |
| NeuroInspect: Interpretable Neuron-based Debugging Framework through Class-conditional Visualizations | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Human-Centered Evaluation of XAI Methods | Oct 11, 2023 | Decision Makingimage-classification | —Unverified | 0 |
| Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT | Oct 11, 2023 | Decision Making | CodeCode Available | 1 |
| Adversarial Masked Image Inpainting for Robust Detection of Mpox and Non-Mpox | Oct 10, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Dobby: A Conversational Service Robot Driven by GPT-4 | Oct 10, 2023 | AI AgentDecision Making | —Unverified | 0 |
| What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models | Oct 10, 2023 | BenchmarkingCode Generation | CodeCode Available | 1 |
| Evaluating Explanation Methods for Vision-and-Language Navigation | Oct 10, 2023 | Decision MakingNavigate | —Unverified | 0 |
| Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing | Oct 10, 2023 | Active LearningDecision Making | —Unverified | 0 |
| Are Large Language Models Geospatially Knowledgeable? | Oct 9, 2023 | Decision Making | CodeCode Available | 0 |
| On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model | Oct 9, 2023 | Decision MakingFairness | —Unverified | 0 |
| Fair Classifiers that Abstain without Harm | Oct 9, 2023 | Decision MakingFairness | —Unverified | 0 |
| Quantifying Uncertainty in Deep Learning Classification with Noise in Discrete Inputs for Risk-Based Decision Making | Oct 9, 2023 | Decision MakingPrediction | —Unverified | 0 |
| Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction | Oct 9, 2023 | ClusteringDecision Making | —Unverified | 0 |
| Distributional Soft Actor-Critic with Three Refinements | Oct 9, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 2 |