Random Forests for Adaptive Nearest Neighbor Estimation of Information-Theoretic Quantities

1 code implementation • 30 Jun 2019 • Ronan Perry, Ronak Mehta, Richard Guo, Eva Yezerets, Jesús Arroyo, Mike Powell, Hayden Helm, Cencheng Shen, Joshua T. Vogelstein

Information-theoretic quantities, such as conditional entropy and mutual information, are critical data summaries for quantifying uncertainty.

Vertex Classification on Weighted Networks

no code implementations • 7 Jun 2019 • Hayden Helm, Joshua Vogelstein, Carey Priebe

This paper proposes a discrimination technique for vertices in a weighted network.

Classification General Classification +1