Search Results for author: Lawrence Stewart

Found 2 papers, 2 papers with code

Regression as Classification: Influence of Task Formulation on Neural Network Features

1 code implementation10 Nov 2022 Lawrence Stewart, Francis Bach, Quentin Berthet, Jean-Philippe Vert

Neural networks can be trained to solve regression problems by using gradient-based methods to minimize the square loss.

regression

Bayesian Optimization for Parameter Tuning of the XOR Neural Network

1 code implementation22 Sep 2017 Lawrence Stewart, Mark Stalzer

When applying Machine Learning techniques to problems, one must select model parameters to ensure that the system converges but also does not become stuck at the objective function's local minimum.

Bayesian Optimization

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