Publications

(2021). Maximum likelihood estimation and graph matching in errorfully observed networks. Journal of computational and graphical statistics.

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(2021). Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings. arxiv.

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(2021). iGraphMatch .

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(2020). Matched Filters for Noisy Induced Subgraph Detection. IEEE transactions on pattern analysis and machine intelligence.

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(2020). Matchability of heterogeneous networks pairs. Information and inference.

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(2020). Estimation of the Epidemic Branching Factor in Noisy Contact Networks. arxiv.

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(2020). Bias-Variance Tradeoffs in Joint Spectral Embeddings. arxiv.

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(2019). Multiplex graph matching matched filters. 2019 IEEE International Conference on Big Data (Big Data).

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(2019). Graph Matching via Multi-Scale Heat Diffusion. 2019 IEEE International Conference on Big Data (Big Data).

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(2019). Connectome Smoothing via Low-Rank Approximations. IEEE transactions on medical imaging.

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(2018). What Is Connectome Coding?. SHORT COURSE 2: Functional, Structural, and Molecular Imaging, and Big Data Analysis.

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(2018). Tractable Graph Matching via Soft Seeding. arxiv.

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(2018). Statistical Inference on Random Dot Product Graphs: a Survey. Journal of machine learning research.

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(2018). Metrics for Evaluating Network Alignment. GTA3 2018: Workshop on Graph Techniques for Adversarial Activity Analytics at WSDM.

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(2018). Matched Filters for Noisy Induced Subgraph Detection. GTA3 2018: Workshop on Graph Techniques for Adversarial Activity Analytics at WSDM.

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(2017). Adipose tissue measurement using magnetic resonance imaging: A survey. Current medical imaging reviews.

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(2017). A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs. Journal of computational and graphical statistics.

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(2017). A nonparametric two-sample hypothesis testing problem for random graphs. Bernoulli.

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(2016). Empirical Bayes estimation for the stochastic blockmodel. Electronic journal of statistics.

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(2016). A Limit Theorem for Scaled Eigenvectors of Random Dot Product Graphs. Sankhya A.

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(2015). Statistical Inference on Errorfully Observed Graphs. Journal of computational and graphical statistics.

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(2015). Spectral clustering for divide-and-conquer graph matching. Parallel computing.

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(2015). Saturated Reconstruction of a Volume of Neocortex. Cell.

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(2015). Analyzing statistical and computational tradeoffs of estimation procedures. arxiv.

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(2014). Perfect clustering for stochastic blockmodel graphs via adjacency spectral embedding. Electronic journal of statistics.

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(2014). Consistent latent position estimation and vertex classification for random dot product graphs. IEEE transactions on pattern analysis and machine intelligence.

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(2013). Universally consistent vertex classification for latent positions graphs. Annals of statistics.

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(2013). Refinement of a Method for Identifying Probable Archaeological Sites from Remotely Sensed Data. Mapping Archaeological Landscapes from Space.

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(2013). Massive Diffusion MRI Graph Structure Preserves Spatial Information. Organization for Human.

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(2013). Consistent Adjacency-Spectral Partitioning for the Stochastic Block Model When the Model Parameters Are Unknown. SIAM Journal on Matrix Analysis and Applications.

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(2013). Computing scalable multivariate glocal invariants of large (brain-) graphs. 2013 IEEE Global Conference on Signal and Information Processing.

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(2012). Refinement of a method for identifying probable archaeological sites from remotely sensed data. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII.

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(2012). Association between visceral adiposity and colorectal polyps on CT colonography. AJR.

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(2012). A Consistent Adjacency Spectral Embedding for Stochastic Blockmodel Graphs. Journal of the American Statistical Association.

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(2011). Fully automated adipose tissue measurement on abdominal CT . SPIE Medical Imaging.

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(2010). Automated measurement and segmentation of abdominal adipose tissue in MRI . 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

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(2010). Automated fat measurement and segmentation with intensity inhomogeneity correction. Medical Imaging 2010: Image Processing.

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