Karl Rohe

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Spectral Clustering

Top Venues

J. Comput. Graph. Stat.

J. Mach. Learn. Res.

J. Comput. Mediat. Commun.

Publications

Fan Chen, Karl Rohe
A New Basis for Sparse Principal Component Analysis. J. Comput. Graph. Stat. 33 (2) (2024)
Yini Zhang, Fan Chen, Karl Rohe
Social Media Public Opinion as Flocks in a Murmuration: Conceptualizing and Measuring Opinion Expression on Social Media. J. Comput. Mediat. Commun. 27 (1) (2021)
Fan Chen, Sebastien Roch, Karl Rohe, Shuqi Yu
Estimating Graph Dimension with Cross-validated Eigenvalues. CoRR (2021)
Fan Chen, Karl Rohe
A New Basis for Sparse PCA. CoRR (2020)
Fan Chen, Yini Zhang, Karl Rohe
Targeted sampling from massive Blockmodel graphs with personalized PageRank. CoRR (2019)
Yini Zhang, Chris Wells, Song Wang, Karl Rohe
Attention and amplification in the hybrid media system: The composition and activity of Donald Trump's Twitter following during the 2016 presidential election. New Media Soc. 20 (9) (2018)
Yilin Zhang, Karl Rohe
Understanding Regularized Spectral Clustering via Graph Conductance. NeurIPS (2018)
Yilin Zhang, Karl Rohe, Sebastien Roch
Reducing Seed Bias in Respondent-Driven Sampling by Estimating Block Transition Probabilities. CoRR (2018)
Yuling Yan, Bret M. Hanlon, Sebastien Roch, Karl Rohe
Asymptotic Seed Bias in Respondent-driven Sampling. CoRR (2018)
Karl Rohe, Jun Tao, Xintian Han, Norbert Binkiewicz
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation. J. Mach. Learn. Res. 19 (2018)
Yilin Zhang, Karl Rohe
Understanding Regularized Spectral Clustering via Graph Conductance. CoRR (2018)
Sebastien Roch, Karl Rohe
Generalized least squares can overcome the critical threshold in respondent-driven sampling. CoRR (2017)
Yilin Zhang, Marie Poux-Berthe, Chris Wells, Karolina Koc-Michalska, Karl Rohe
Discovering Political Topics in Facebook Discussion threads with Spectral Contextualization. CoRR (2017)
Norbert Binkiewicz, Joshua T. Vogelstein, Karl Rohe
Covariate Assisted Spectral Clustering. CoRR (2014)
Vincent Q. Vu, Juhee Cho, Jing Lei, Karl Rohe
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA. NIPS (2013)
Tai Qin, Karl Rohe
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel. CoRR (2013)
Tai Qin, Karl Rohe
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel. NIPS (2013)