Deep Learning and Bayesian Methods

Deep Learning and Bayesian Methods

Blog Article

A revolution is underway in which deep neural networks are routinely used to solve diffcult problems such as face recognition and natural language understanding.Particle physicists have taken notice and have started baseball scoreboards for sale to deploy these methods, achieving results that suggest a potentially significant shift in how data might be analyzed in the not too distant future.We discuss a few recent developments in the application of deep neural networks and then indulge in speculation about how such methods might be used to automate certain aspects of data analysis in particle physics.

Next, the connection to Bayesian methods is discussed and the paper ends with radio birdman tshirt thoughts on a significant practical issue, namely, how, from a Bayesian perspective, one might optimize the construction of deep neural networks.