Search Results - "Landecker, Will"

Avoid ML Failures by Asking the Right Questions by Popovic, Dusan, Lakhtakia, Shreyas, Landecker, Will, Valentine, Melissa

“…Popovic et al present three examples where significant machine learning (ML) projects failed and explore how asking the right questions with a beginner's…”
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Interpretable machine learning and sparse coding for computer vision by Landecker, Will

“…Machine learning offers many powerful tools for prediction. One of these tools, the binary classifier, is often considered a black box. Although its…”
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Large-scale functional models of visual cortex for remote sensing by Brumby, Steven P., Kenyon, Garrett, Landecker, Will, Rasmussen, Craig, Swaminarayan, Sriram, Bettencourt, Luis M. A.

“…Neuroscience has revealed many properties of neurons and of the functional organization of visual cortex that are believed to be essential to human vision, but…”
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Interpreting individual classifications of hierarchical networks by Landecker, Will, Thomure, Michael D., Bettencourt, Luis M. A., Mitchell, Melanie, Kenyon, Garrett T., Brumby, Steven P.

“…Hierarchical networks are known to achieve high classification accuracy on difficult machine-learning tasks. For many applications, a clear explanation of why…”
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Interpretable machine learning and sparse coding for computer vision by Landecker, Will

“…Machine learning offers many powerful tools for prediction. One of these tools, the binary classifier, is often considered a black box. Although its…”
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Robust Compressed Sensing and Sparse Coding with the Difference Map by Landecker, Will, Chartrand, Rick, DeDeo, Simon

“…In compressed sensing, we wish to reconstruct a sparse signal $x$ from observed data $y$. In sparse coding, on the other hand, we wish to find a representation…”
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