2 papers
cs.CV2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection
Daria Reshetova, Guanhang Wu, Marcel Puyat +2
Object detection is the key technique to a number of Computer Vision applications, but it often requires large amounts of annotated data to achieve decent results. Moreover, for pe…
math.OC2016
Multi-class classification: mirror descent approach
Daria Reshetova
We consider the problem of multi-class classification and a stochastic opti- mization approach to it. We derive risk bounds for stochastic mirror descent algorithm and provide exam…