71 citations · 80 across the 4 of their papers we have counts for
4 papers
Robust Optimization for Tree-Structured Stochastic Network Design
Xiaojian Wu, Akshat Kumar, Daniel Sheldon +1
Stochastic network design is a general framework for optimizing network connectivity. It has several applications in computational sustainability including spatial conservation pla…
Gaussian Approximation of Collective Graphical Models
Li-Ping Liu, Daniel Sheldon, Thomas G. Dietterich
The Collective Graphical Model (CGM) models a population of independent and identically distributed individuals when only collective statistics (i.e., counts of individuals) are ob…
Maximizing the Spread of Cascades Using Network Design
Daniel Sheldon, Bistra Dilkina, Adam N. Elmachtoub +8
We introduce a new optimization framework to maximize the expected spread of cascades in networks. Our model allows a rich set of actions that directly manipulate cascade dynamics…
First Passage Time of Skew Brownian Motion
Thilanka Appuhamillage, Daniel Sheldon
Nearly fifty years after the introduction of skew Brownian motion by Itô and McKean (1963), the first passage time distribution remains unknown. In this paper, we generalize result…