Difference between revisions of "LightR"
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| Line 12: | Line 12: | ||
; Planned experiments | ; Planned experiments | ||
| − | : Multiple hand-tuned | + | : Hand-made risk of distancing & hit -> Pareto-based multi-objective risk |
| + | : Multiple hand-tuned danger models -> Expert model & gate model | ||
: Hand-crafted features with naive KNN -> Search-based sequence model | : Hand-crafted features with naive KNN -> Search-based sequence model | ||
| − | : Slow networks -> Knowedge distill & | + | : Slow networks -> Knowedge distill & quantization aware training |
: Offline pretraining & online fine-tuning of everything above. | : Offline pretraining & online fine-tuning of everything above. | ||
Revision as of 10:32, 13 February 2022
- LightR Sub-pages:
- Version History
This page is under construction. For recent activities, see Version History.
- Design principle
- Strategy light, machine learning heavy.
- Planned experiments
- Hand-made risk of distancing & hit -> Pareto-based multi-objective risk
- Multiple hand-tuned danger models -> Expert model & gate model
- Hand-crafted features with naive KNN -> Search-based sequence model
- Slow networks -> Knowedge distill & quantization aware training
- Offline pretraining & online fine-tuning of everything above.
