30 citations
- Abilene Christian UniversityUS9 papers
- Academia SinicaTW9 papers
- American University in CairoEG9 papers
- Argonne National LaboratoryUS9 papers
- Ball State UniversityUS9 papers
- Brookhaven National LaboratoryUS9 papers
- Central China Normal UniversityCN9 papers
- Chongqing UniversityCN9 papers
- Creighton UniversityUS9 papers
- Czech Technical University in PragueCZ9 papers
- Eötvös Loránd UniversityHU9 papers
- Fudan UniversityCN9 papers
Showing cs.LGShow all
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cs.LG2026
On Using the Shapley Value for Anomaly Localization: A Statistical Investigation
Xubin Fang, Rick S. Blum, Franziska Freytag
Recent publications have suggested using the Shapley value for anomaly localization for sensor data systems. Using a reasonable mathematical anomaly model for full control, experim…
cs.LG2026★ 1 cited
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
Siyuan Guo, Yanchao Sun, Jifeng Hu +5
Offline reinforcement learning (RL) provides a promising solution to learning an agent fully relying on a data-driven paradigm. However, constrained by the limited quality of the o…