| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers | Jul 10, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Learning to Generate Equitable Text in Dialogue from Biased Training Data | Jul 10, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Decentralized Decision-Making in Retail Chains: Evidence from Inventory Management | Jul 9, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes | Jul 8, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Fast Empirical Scenarios | Jul 8, 2023 | BenchmarkingDecision Making | —Unverified | 0 |
| Large Language Models for Supply Chain Optimization | Jul 8, 2023 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Invariant Scattering Transform for Medical Imaging | Jul 7, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Goal-Conditioned Predictive Coding for Offline Reinforcement Learning | Jul 7, 2023 | Decision MakingOffline RL | —Unverified | 0 |
| BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits | Jul 7, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization | Jul 7, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Sparse learned kernels for interpretable and efficient medical time series processing | Jul 6, 2023 | Artifact DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| Machine Learning to detect cyber-attacks and discriminating the types of power system disturbances | Jul 6, 2023 | Decision Makingfeature selection | —Unverified | 0 |
| Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback | Jul 6, 2023 | Decision MakingLEMMA | —Unverified | 0 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations | Jul 6, 2023 | AcrobotDecision Making | —Unverified | 0 |
| VerifAI: Verified Generative AI | Jul 6, 2023 | Decision MakingKnowledge Graphs | —Unverified | 0 |
| TGRL: An Algorithm for Teacher Guided Reinforcement Learning | Jul 6, 2023 | counterfactualDecision Making | —Unverified | 0 |
| Data-driven Predictive Latency for 5G: A Theoretical and Experimental Analysis Using Network Measurements | Jul 5, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation | Jul 5, 2023 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Different Games in Dialogue: Combining character and conversational types in strategic choice | Jul 5, 2023 | Decision Making | —Unverified | 0 |
| Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research | Jul 5, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Analyzing Different Expert-Opined Strategies to Enhance the Effect on the Goal of a Multi-Attribute Decision-Making System Using a Concept of Effort Propagation and Application in Enhancement of High School Students' Performance | Jul 5, 2023 | AttributeDecision Making | —Unverified | 0 |
| Generative Flow Networks: a Markov Chain Perspective | Jul 4, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |