| Noise contrastive estimation and negative sampling for conditional models: Consistency and statistical efficiency Z Ma, M Collins Empirical Methods in Natural Language Processing (EMNLP) 2018, 2018 | 170 | 2018 |
| Exploration of large networks with covariates via fast and universal latent space model fitting Z Ma, Z Ma Journal of Machine Learning Research 21.4 (2020): 1-67., 2017 | 120* | 2017 |
| Finding linear structure in large datasets with scalable canonical correlation analysis Z Ma, Y Lu, D Foster International Conference on Machine Learning (ICML) 2015., 169-178, 2015 | 101 | 2015 |
| Group-linear empirical Bayes estimates for a heteroscedastic normal mean A Weinstein, Z Ma, LD Brown, CH Zhang Journal of the American Statistical Association 113 (522), 698-710, 2018 | 52 | 2018 |
| Adaptive Estimation in Two-way Sparse Reduced-rank Regression Z Ma, Z Ma, T Sun Statistica Sinica 30 (2020): 2179-2201., 2014 | 51* | 2014 |
| Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates Z Ma, X Li Bernoulli 26 (1), 432-470, 2020 | 16* | 2020 |
| Adaptive monotone shrinkage for regression Z Ma, D Foster, R Stine Uncertainty in Artificial Intelligence (UAI), 2014 | 5 | 2014 |
Dean FosterAmazon, NYCVerified email at amazon.com
