Can M. Le

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Community Detection

Learning Curves

Top Venues

J. Mach. Learn. Res.

Random Struct. Algorithms

Publications

Zhixuan Shao, Can M. Le
Determining the Number of Communities in Sparse and Imbalanced Settings. CoRR (2024)
Xuezhen Li, Can M. Le
Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes. CoRR (2023)
Tianxi Li, Can M. Le
Network Estimation by Mixing: Adaptivity and More. CoRR (2021)
Can M. Le
Edge Sampling Using Local Network Information. J. Mach. Learn. Res. 22 (2021)
Can M. Le, Keith Levin, Peter J. Bickel, Elizaveta Levina
Comment: Ridge Regression and Regularization of Large Matrices. Technometrics 62 (4) (2020)
Can M. Le, Elizaveta Levina, Roman Vershynin
Concentration and regularization of random graphs. Random Struct. Algorithms 51 (3) (2017)
Can M. Le, Elizaveta Levina
Estimating a network from multiple noisy realizations. CoRR (2017)
Can M. Le
Edge sampling using network local information. CoRR (2017)
Can M. Le, Elizaveta Levina, Roman Vershynin
Sparse random graphs: regularization and concentration of the Laplacian. CoRR (2015)
Can M. Le, Roman Vershynin
Concentration and regularization of random graphs. CoRR (2015)
Can M. Le, Elizaveta Levina
Estimating the number of communities in networks by spectral methods. CoRR (2015)
Can M. Le, Elizaveta Levina, Roman Vershynin
Optimization via Low-rank Approximation, with Applications to Community Detection in Networks. CoRR (2014)