25 citations · 38 across the 4 of their papers we have counts for
4 papers
Elements of estimation theory for causal effects in the presence of network interference
Daniel L. Sussman, Edoardo M. Airoldi
Randomized experiments in which the treatment of a unit can affect the outcomes of other units are becoming increasingly common in healthcare, economics, and in the social and info…
Analyzing statistical and computational tradeoffs of estimation procedures
Daniel L. Sussman, Alexander Volfovsky, Edoardo M. Airoldi
The recent explosion in the amount and dimensionality of data has exacerbated the need of trading off computational and statistical efficiency carefully, so that inference is both…
Enhanced Archaeological Predictive Modelling in Space Archaeology
Li Chen, Carey E. Priebe, Daniel L. Sussman +3
Identifying and preserving archaeological sites before they are destroyed is a very important issue. In this paper, we develop a greatly improved archaeological predictive model $A…
Universally Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs
Daniel L. Sussman, Minh Tang, Carey E. Priebe
In this work we show that, using the eigen-decomposition of the adjacency matrix, we can consistently estimate latent positions for random dot product graphs provided the latent po…