Toyota Technical Institute of Chicago

1 Post

Series of images with graphs and data related to optimization algorithms
Toyota Technical Institute of Chicago

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

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