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Dynamic Ranking and Translation Synchronization


Jul 15, 2022
Ernesto Araya, Eglantine Karlé, Hemant Tyagi

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* 34 pages, 3 figures, 2 tables, corrected minor typos 

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Seeded graph matching for the correlated Wigner model via the projected power method


Apr 08, 2022
Ernesto Araya, Guillaume Braun, Hemant Tyagi

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An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees


Dec 20, 2021
Guillaume Braun, Hemant Tyagi, Christophe Biernacki

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Recovering Hölder smooth functions from noisy modulo samples


Dec 02, 2021
Michaël Fanuel, Hemant Tyagi

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* 9 pages, 2 figures; Asilomar Conference on Signals, Systems, and Computers 2021 

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Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method


Sep 28, 2021
Eglantine Karlé, Hemant Tyagi

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* 44 pages, 3 figures 

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Clustering multilayer graphs with missing nodes


Mar 04, 2021
Guillaume Braun, Hemant Tyagi, Christophe Biernacki

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* 27 pages, 7 figures, accepted to AISTATS 2021 

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An extension of the angular synchronization problem to the heterogeneous setting


Jan 04, 2021
Mihai Cucuringu, Hemant Tyagi

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* 45 pages, 17 figures 

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Regularized spectral methods for clustering signed networks


Nov 03, 2020
Mihai Cucuringu, Apoorv Vikram Singh, DĂ©borah Sulem, Hemant Tyagi

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* 55 pages, 5 figures 

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