| Online Resource Allocation with Convex-set Machine-Learned Advice | Jun 21, 2023 | Decision Making | —Unverified | 0 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| A primal-dual data-driven method for computational optical imaging with a photonic lantern | Jun 20, 2023 | Decision MakingLearning Theory | CodeCode Available | 0 |
| Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments | Jun 20, 2023 | Decision Making | —Unverified | 0 |
| Computing a human-like reaction time metric from stable recurrent vision models | Jun 20, 2023 | Decision Making | —Unverified | 0 |
| Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers | Jun 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Statistical Tests for Replacing Human Decision Makers with Algorithms | Jun 20, 2023 | Decision Making | —Unverified | 0 |
| Surfer: Progressive Reasoning with World Models for Robotic Manipulation | Jun 20, 2023 | Decision MakingMuJoCo | —Unverified | 0 |
| You Can Trade Your Experience in Distributed Multi-Agent Multi-Armed Bandits | Jun 19, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Deep Reinforcement Learning for ESG financial portfolio management | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Execution Using Reinforcement Learning | Jun 19, 2023 | Decision MakingDiversity | —Unverified | 0 |
| CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning | Jun 19, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| The Illusive Slump of Disruptive Patents | Jun 19, 2023 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization | Jun 18, 2023 | Decision Making | —Unverified | 0 |
| IF2Net: Innately Forgetting-Free Networks for Continual Learning | Jun 18, 2023 | Continual LearningDecision Making | —Unverified | 0 |
| ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging | Jun 18, 2023 | Decision MakingMultiple Instance Learning | —Unverified | 0 |
| RECAP-KG: Mining Knowledge Graphs from Raw GP Notes for Remote COVID-19 Assessment in Primary Care | Jun 17, 2023 | Decision Makinggraph construction | —Unverified | 0 |
| A Survey of Contextual Optimization Methods for Decision Making under Uncertainty | Jun 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Iterative Hierarchy and Ranking Process (IHRP): A Novel Effective Hierarchy Method for Densely Connected Systems and Case Study in Student Performance Assessment | Jun 17, 2023 | AttributeDecision Making | —Unverified | 0 |
| CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation | Jun 17, 2023 | Decision MakingInstruction Following | —Unverified | 0 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| SSE: A Metric for Evaluating Search System Explainability | Jun 16, 2023 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes | Jun 16, 2023 | Decision MakingFeature Importance | —Unverified | 0 |
| Using Machine Learning Methods for Automation of Size Grid Building and Management | Jun 16, 2023 | Decision MakingManagement | —Unverified | 0 |