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Efficiency: MRTL is Fast
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Classroom Contents
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
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- 1 Intro
- 2 Modeling Basketball Play
- 3 Technical Challenges
- 4 Tensor Methods
- 5 Example: Profile Player Shots
- 6 Tensor Latent Factor Model
- 7 Example: Precipitation Forecast
- 8 Difficulty of Training
- 9 Multi-Resolution Learning
- 10 Rate of Convergence
- 11 Computational Complexity
- 12 Efficiency: MRTL is Fast
- 13 Sensitivity to fine-graining criteria
- 14 Interpretability: basketbacll
- 15 Interpretability: climate
- 16 Conclusion
