Technion-Israeli Institute of Technology

1 Post

Series of images with graphs and data related to optimization algorithms
Technion-Israeli Institute of Technology

When Optimization is Suboptimal

Bias arises in machine learning when we fit an overly simple function to a more complex problem. A theoretical study shows that gradient descent itself may introduce such bias and render algorithms unable to fit data properly.
2 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox