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Gaussian Processes for Real-World Data
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About
Introduction
Gaussian Processes
Related Work
Framework
Step 1: Problem definition
Step 2: Initial data exploration
Step 3: Domain knowledge
Step 4: Set definition
Step 5: Scaling structures
Step 6: Data transformations
Step 7: Kernel design
Step 8: Model iteration
Step 9: Scaling
Step 10: Testing
Software
Case studies
Discussion
4. Framework