Yandex
Andrey P.1. Data certification 80% eff. CMS open data, first use.
2. Active learning? New data added, retraining.
3. Multiclass classification N outputs.
4. Sub-detector - no dense layer,subnetwork. 0.91-0.98???
5. Flatten distribution before, remove region with low efficiency.
6. Real time, trigger, how to? Des trees are slow. Binary DT. 1GB.
7. Train signal-simulation, forbidden decays.
8. How to check my independence from mass of decaying particle?
9. Deep learning. Remove need for problem knowledge. How to interpret output?
10. jet id how to train different multiplicity?