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Guillaume Braun

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Journal Articles

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2024
[j1]
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  - journals/jmlr/ValdiviaBT24
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  - https://dblp.org/rec/journals/jmlr/ValdiviaBT24
Ernesto Araya Valdivia, Guillaume Braun, Hemant Tyagi:
Seeded Graph Matching for the Correlated Gaussian Wigner Model via the Projected Power Method. J. Mach. Learn. Res. 25: 5:1-5:43 (2024)

Conference and Workshop Papers

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2024
[c3]
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  - conf/aistats/BraunS24
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Guillaume Braun, Masashi Sugiyama:
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates. AISTATS 2024: 532-540
2022
[c2]
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  - conf/icml/BraunTB22
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Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. ICML 2022: 2257-2291
2021
[c1]
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Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
Clustering multilayer graphs with missing nodes. AISTATS 2021: 2260-2268

Informal and Other Publications

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2024
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  - journals/corr/abs-2402-18805
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Guillaume Braun, Masashi Sugiyama:
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates. CoRR abs/2402.18805 (2024)
2021
[i2]
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  - journals/corr/abs-2103-03235
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Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
Clustering multilayer graphs with missing nodes. CoRR abs/2103.03235 (2021)
[i1]
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  - journals/corr/abs-2112-10467
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Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. CoRR abs/2112.10467 (2021)

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