| Convergent policy optimization for safe reinforcement learning M Yu, Z Yang, M Kolar, Z Wang Advances in Neural Information Processing Systems 32, 2019 | 131 | 2019 |
| Statistical inference for pairwise graphical models using score matching M Yu, M Kolar, V Gupta Advances in Neural Information Processing Systems 29, 2016 | 47 | 2016 |
| Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching M Yu, V Gupta, M Kolar Journal of Machine Learning Research, 2020 | 29 | 2020 |
| Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach M Yu, V Gupta, M Kolar | 27 | 2020 |
| An influence-receptivity model for topic based information cascades M Yu, V Gupta, M Kolar 2017 IEEE international conference on data mining (ICDM), 1141-1146, 2017 | 22 | 2017 |
| Constrained high dimensional statistical inference M Yu, V Gupta, M Kolar arXiv preprint arXiv:1911.07319, 2019 | 16 | 2019 |
| Learning influence-receptivity network structure with guarantee M Yu, V Gupta, M Kolar The 22nd International Conference on Artificial Intelligence and Statistics, 2019 | 10 | 2019 |
| Estimation of a Low-rank Topic-Based Model for Information Cascades M Yu, V Gupta, M Kolar Journal of Machine Learning Research, 2020 | 9 | 2020 |
| Provable gaussian embedding with one observation M Yu, Z Yang, T Zhao, M Kolar, Z Wang Advances in Neural Information Processing Systems 31, 2018 | 8 | 2018 |
| Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties M Yu, AM Thompson, KN Ramamurthy, E Yang, AC Lozano Data Science for Intelligent Food, Energy and Water Workshop, KDD 2017, 2017 | 6 | 2017 |
| Simultaneous Parameter Learning and Bi-Clustering for Multi-Response Models M Yu, K Natesan Ramamurthy, A Thompson, AC Lozano Frontiers in Big Data 2, 27, 2019 | 4 | 2019 |
| Provable Q-Iteration with L infinity Guarantees and Function Approximation M Yu, Z Yang, M Wang, Z Wang Optimization Foundations for Reinforcement Learning Workshop, NeurIPS 2019, 2019 | 3 | 2019 |
| Estimation and Statistical Inference for High Dimensional Model with Constrained Parameter Space M Yu https://search.proquest.com/docview/2392459739?pq-origsite=gscholar, 2020 | 1 | 2020 |
| Penalized Score Test for High Dimensional Logistic Regression M Yu | | 2016 |
Mladen KolarUniversity of Southern CaliforniaVerified email at usc.edu
