- 1. Research Starting Plan
Cornell Research Proposal
Jinning Li, 07/24/2018
Code Github: https://github.com/jinningli/ad-placement-pytorch
- Use a
- Mainly Feature Processing
- delete the first two features
- replace any feature larger than 1 as 1
- process the result using sigmoid function and some other tricks.
Also try to adapt the objective function with propensity value.
Wide & Deep
Consider how to combine propensity value
Develop my own propensity weighted deep click model
- repeated features
- feature overlap