Currently looking for a post-doctoral position
I'm Valentina, a doctoral researcher in Machine Learning.
My research focuses on studying the generalization capabilities of ML models from a theoretical point of view. In particular, my research interests cover metric learning, weakly-labeled data, local learning and decentralized learning.
During a summer internship at IBM Research, Dublin, I also worked with Mathieu Sinn, Maria-Irina Nicolae and Ambrish Rawat on studying and building Deep Learning architectures robust to adversarial examples.
Previously, I graduated in 2015 from INSA de Lyon, France, in Computer Science.