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When running this simple linear regression toy example on the MPS backend (Apple Silicon GPU), the model does not learn — the weights are not updated and the loss remains constant across epochs.

Abstract: Linear regression and its variants have achieved considerable success in image classification. However, those methods still encounter two challenges when dealing with hyperspectral image ...

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

Jason Rollins is grateful for a reprieve but understands there’s a larger conversation to be had. Rollins is the athletic director and girls’ soccer coach at Colorado Springs Christian, one of several ...