Anomaly Detection and Sampling Cost Control via Hierarchical GANs

Mathematics

• Hierarchical Control 100%
• Anomaly Detection 96%
• Costs 45%
• Average Cost 35%
• Detector 31%
• Performance 21%
• Nonuniform Sampling 12%
• Sensing 12%
• Trade-offs 9%
• Policy 8%
• Time series 7%
• Vary 7%
• Stochastic Processes 7%
• Hierarchy 7%
• Minimise 7%
• Knowledge 6%
• Experiment 6%
• Statistics 6%
• Metric 5%
• Demonstrate 5%

Physics & Astronomy

• sampling 51%
• anomalies 49%
• costs 46%
• performance 10%
• detectors 10%
• stochastic processes 7%
• tradeoffs 7%
• hierarchies 6%
• statistics 4%
• thresholds 3%

Engineering & Materials Science

• Anomaly detection 64%
• Sampling 43%
• Costs 23%
• Detectors 20%
• Random processes 9%
• Time series 7%
• Statistics 6%
• Experiments 3%