Computational/Statistical Boundaries

Publications

. Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information. Journal of Machine Learning Research, conditionally accepted, 2019.

Preprint PDF Project

. Computational and Statistical Boundaries for Submatrix Localization in a Large Noisy Matrix. The Annals of Statistics, 2017.

Preprint PDF Project

. On Detection and Structural Reconstruction of Small-World Random Networks. IEEE Transactions on Network Science and Engineering, 2017.

Preprint PDF Project