4. Computer Science
  5. Information Theory

Martin J. Wainwright

Computer Science – Information Theory

Scientist

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A More Powerful Two-Sample Test in High Dimensions using Random Projection

Mathematics – Statistics Theory
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A New Look at Survey Propagation and its Generalizations

Computer Science – Computational Complexity
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A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers

Mathematics – Statistics Theory
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Analysis of LDGM and compound codes for lossy compression and binning

Computer Science – Information Theory
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Approximation properties of certain operator-induced norms on Hilbert spaces

Mathematics – Statistics Theory
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