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2020 – today
- 2024
[i6]Shuyu Dong, Michèle Sebag, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi:
DCDILP: a distributed learning method for large-scale causal structure learning. CoRR abs/2406.10481 (2024)- 2022
- [j1]Shuyu Dong
, Bin Gao, Yu Guan, François Glineur:
New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. SIAM J. Matrix Anal. Appl. 43(2): 840-866 (2022) - [c3]Shuyu Dong, Michèle Sebag:
From Graphs to DAGs: A Low-Complexity Model and a Scalable Algorithm. ECML/PKDD (5) 2022: 107-122 - [i5]Shuyu Dong, Bin Gao, Wen Huang, Kyle A. Gallivan:
On the analysis of optimization with fixed-rank matrices: a quotient geometric view. CoRR abs/2203.06765 (2022) - [i4]Shuyu Dong, Michèle Sebag:
From graphs to DAGs: a low-complexity model and a scalable algorithm. CoRR abs/2204.04644 (2022) - [i3]Shuyu Dong, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi, Michèle Sebag:
High-Dimensional Causal Discovery: Learning from Inverse Covariance via Independence-based Decomposition. CoRR abs/2211.14221 (2022) - 2021
- [b1]Shuyu Dong:
Low-rank matrix and tensor completion using graph-based regularization. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2021 - [i2]Shuyu Dong, Bin Gao, Yu Guan, François Glineur:
New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition. CoRR abs/2101.11108 (2021) - 2020
- [i1]Yu Guan, Shuyu Dong, Pierre-Antoine Absil, François Glineur:
Alternating minimization algorithms for graph regularized tensor completion. CoRR abs/2008.12876 (2020)
2010 – 2019
- 2019
- [c2]Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan:
Preconditioned conjugate gradient algorithms for graph regularized matrix completion. ESANN 2019 - 2017
- [c1]Shuyu Dong, Dorina Thanou, Pierre-Antoine Absil, Pascal Frossard:
Learning sparse models of diffusive graph signals. ESANN 2017
Coauthor Index
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