4. Computer Science
  5. Information Theory

Vincent Y. F. Tan

Computer Science – Information Theory

Scientist

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A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures

Statistics – Machine Learning
Scientific paper

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Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence

Statistics – Machine Learning
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Canonical Estimation in a Rare-Events Regime

Computer Science – Information Theory
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High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion

Computer Science – Learning
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High-Dimensional Structure Estimation in Ising Models: Local Separation Criterion

Statistics – Machine Learning
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