Most state-of-the-art machine learning techniques revolve around the
opt...
Contextual bandits can solve a huge range of real-world problems. Howeve...
The aesthetic quality of an image is defined as the measure or appreciat...
With the rise in use of social media to promote branded products, the de...
Self-supervised learning is currently gaining a lot of attention, as it
...
In the last decade, an active area of research has been devoted to desig...
In this work we present a method to improve the pruning step of the curr...
Many different classification tasks need to manage structured data, whic...
We present a theoretically grounded approach to train deep neural networ...