Sadly, you do not currently appear to have permission to access https://arxiv.org/abs/2002.04803... (more…)

If you’re in the tech industry at this point in human history you probably hear something about machine learning and artificial intelligence at least once a day. Many companies that have been around…...

We want our calculation to demonstrate the notion that if we have high accuracy and a small model, then we have high confidence of generalizing. Intuitively, then, we add the model size to the accuracy and subtract this quantity from the entropy of having... (more…)

Good exploratory data analysis combined with relevant data visualization is essential for pinpointing the right direction to take. (more…)

NIPS 2016 KeynoteAbstract: Particle physics aims to answer profound questions about the fundamental building blocks of the Universe through enormous data sets collected at experiments like the Large Hadron Collider at CERN. Inference in this context invo...