papers
Publications (19)
stat.ML2013
The blessing of transitivity in sparse and stochastic networks
Karl Rohe, Tai Qin
math.ST2013
The Highest Dimensional Stochastic Blockmodel with a Regularized Estimator
Karl Rohe, Tai Qin, Haoyang Fan
stat.ML2011
Spectral clustering and the high-dimensional stochastic blockmodel
Karl Rohe, Sourav Chatterjee, Bin Yu
stat.ML2014
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression
Karl Rohe
stat.CO2017
A note on quickly sampling a sparse matrix with low rank expectation
Karl Rohe, Jun Tao, Xintian Han +1
stat.ME2017
Novel Sampling Design for Respondent-driven Sampling
Mohammad Khabbazian, Bret Hanlon, Zoe Russek +1
math.ST2017
Network driven sampling; a critical threshold for design effects
Karl Rohe
stat.ME2016
Asymptotic Theory for Estimating the Singular Vectors and Values of a Partially-observed Low Rank Matrix with Noise
Juhee Cho, Donggyu Kim, Karl Rohe
stat.ML2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
Tai Qin, Karl Rohe
stat.ML2015
Co-clustering for directed graphs: the Stochastic co-Blockmodel and spectral algorithm Di-Sim
Karl Rohe, Tai Qin, Bin Yu
stat.ML2010
The Lasso under Heteroscedasticity
Jinzhu Jia, Karl Rohe, Bin Yu
math.ST2018
Reducing Seed Bias in Respondent-Driven Sampling by Estimating Block Transition Probabilities
Yilin Zhang, Karl Rohe, Sebastien Roch
math.ST2012
Preconditioning to comply with the Irrepresentable Condition
Jinzhu Jia, Karl Rohe
stat.ME2016
Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion; Some Statistical and Algorithmic Theory for Adaptive-Impute
Juhee Cho, Donggyu Kim, Karl Rohe
stat.ML2018
Understanding Regularized Spectral Clustering via Graph Conductance
Yilin Zhang, Karl Rohe
stat.AP2018
Discovering Political Topics in Facebook Discussion threads with Graph Contextualization
Yilin Zhang, Marie Poux-Berthe, Chris Wells +2
stat.ME2016
Central limit theorems for network driven sampling
Xiao Li, Karl Rohe
stat.ML2016
Covariate-assisted spectral clustering
Norbert Binkiewicz, Joshua T. Vogelstein, Karl Rohe
stat.AP2014
Discussion of "Estimating the historical and future probabilities of large terrorist events" by Aaron Clauset and Ryan Woodard
Qiurong Cui, Karl Rohe, Zhengjun Zhang