Here, we consider a regularized mean-field game model that features a low-order regularization. We prove the existence of solutions with positive density. To do so, we combine a priori estimates with the continuation method. Since low order regularizations are easier to implement numerically, our methods give a theoretical foundation for their use.

TASK The goal of this work is to infer the personality traits of the PsychoFlickr dataset, fine-tuning the ImageNet CNN pre-trained model.