In a Nature Communications study, researchers from China have developed an error-aware probabilistic update (EaPU) method ...

A simple and clear explanation of stochastic depth — a powerful regularization technique that improves deep neural network ...

Compared to other regression techniques, a well-tuned neural network regression system can produce the most accurate prediction model, says Dr. James McCaffrey of Microsoft Research in presenting this ...

Researchers in China have developed an error-aware probabilistic update (EaPU) method that dramatically improves the ...

Dr. James McCaffrey of Microsoft Research uses a full-code, step-by-step demo to show how to predict the annual income of a person based on their sex, age, state where they live and political leaning.

Learn how backpropagation works by building it from scratch in Python! This tutorial explains the math, logic, and coding behind training a neural network, helping you truly understand how deep ...

Machine learning couldn’t be hotter, with several heavy hitters offering platforms aimed at seasoned data scientists and newcomers interested in working with neural networks. Among the more popular ...

Researchers have employed Bayesian neural network approaches to evaluate the distributions of independent and cumulative ...