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Computational Limitations in Robust Classification and Win-Win Results
Robust Classification Learning Parity with Noise
2019/2/28
We continue the study of statistical/computational tradeoffs in learning robust classifiers, following the recent work of Bubeck, Lee, Price and Razenshteyn who showed examples of classification tasks...
Robust Classification of Subcellular Location Patterns in Fluorescence Microscope Images
Robust Classification of Subcellular Location Patterns Fluorescence Microscope Images
2009/12/23
The ongoing biotechnology revolution promises a complete understanding of
the mechanisms by which cells and tissues carry out their functions. Central
to that goal is the determination of the functi...