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Entrywise Recovery Guarantees for Sparse PCA via Sparsistent Algorithms



Joshua Agterberg , Jeremias Sulam

* To Appear in AISTATS 2022 

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On Two Distinct Sources of Nonidentifiability in Latent Position Random Graph Models



Joshua Agterberg , Minh Tang , Carey E. Priebe


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Vertex Nomination, Consistent Estimation, and Adversarial Modification



Joshua Agterberg , Youngser Park , Jonathan Larson , Christopher White , Carey E. Priebe , Vince Lyzinski

* 37 pages, 8 figures 

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