Dynamic Distribution Shifts: OoD Detection with Dynamic Thresholds H/F
Tasks
- Apply adaptive betting strategies
- Apply game theory methods
- Build confidence scoring thresholds
- Detect out of distribution samples
- Develop adaptive windowing or batching
- Evaluate false positive rate robustness
- Implement dynamic threshold selection
- Use sequential hypothesis testing
Perks/Benefits
- N/A
Skills/Tech-stack
Game theory | Hypothesis Testing | NumPy | Probability | PyTorch | Python | SciPy | Scikit-learn | Sequential Hypothesis Testing | Statistics
Education
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