Low-Rank Graphon Estimation: Theory and Applications to Graphon Games.
CoRR, March, 2025
Understanding the Effect of GCN Convolutions in Regression Tasks.
CoRR, 2024
Outlier detection in networks with missing links.
Comput. Stat. Data Anal., 2021
Optimality of variational inference for stochasticblock model with missing links.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Collective Matrix Completion.
J. Mach. Learn. Res., 2019
Link Prediction in the Stochastic Block Model with Outliers.
CoRR, 2019
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Estimation of matrices with row sparsity.
Probl. Inf. Transm., 2015
Probabilistic low-rank matrix completion on finite alphabets.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014