Dags with no tears: Continuous optimization for structure learning X Zheng, B Aragam, PK Ravikumar, EP Xing Advances in neural information processing systems 31, 2018 | 1109 | 2018 |
Learning Sparse Nonparametric DAGs X Zheng, C Dan, B Aragam, P Ravikumar, E Xing International Conference on Artificial Intelligence and Statistics, 3414-3425, 2020 | 311 | 2020 |
Lightlda: Big topic models on modest computer clusters J Yuan, F Gao, Q Ho, W Dai, J Wei, X Zheng, EP Xing, TY Liu, WY Ma Proceedings of the 24th International Conference on World Wide Web, 1351-1361, 2015 | 242 | 2015 |
On model parallelization and scheduling strategies for distributed machine learning S Lee, JK Kim, X Zheng, Q Ho, GA Gibson, EP Xing Advances in neural information processing systems 27, 2014 | 177 | 2014 |
Strads: A distributed framework for scheduled model parallel machine learning JK Kim, Q Ho, S Lee, X Zheng, W Dai, GA Gibson, EP Xing Proceedings of the Eleventh European Conference on Computer Systems, 1-16, 2016 | 117 | 2016 |
Scalable inference for logistic-normal topic models J Chen, J Zhu, Z Wang, X Zheng, B Zhang Advances in neural information processing systems 26, 2013 | 95 | 2013 |
State space LSTM models with particle MCMC inference X Zheng, M Zaheer, A Ahmed, Y Wang, EP Xing, AJ Smola arXiv preprint arXiv:1711.11179, 2017 | 65 | 2017 |
Simclusters: Community-based representations for heterogeneous recommendations at twitter V Satuluri, Y Wu, X Zheng, Y Qian, B Wichers, Q Dai, GM Tang, J Jiang, ... Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 52 | 2020 |
Minimizing nonconvex non-separable functions Y Yu, X Zheng, M Marchetti-Bowick, E Xing Artificial Intelligence and Statistics, 1107-1115, 2015 | 32 | 2015 |
Scalable inference in max-margin topic models J Zhu, X Zheng, L Zhou, B Zhang Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 19 | 2013 |
Linear time samplers for supervised topic models using compositional proposals X Zheng, Y Yu, EP Xing Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 8 | 2015 |