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All publications by Qirong Ho
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On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
Seunghak Lee, Jin K. Kim, Xun Zheng, Qirong Ho, Garth A. Gibson and Eric P. Xing
Advances in Neural Information Processing Systems 27, 2014


Dependent nonparametric trees for dynamic hierarchical clustering
Kumar Dubey, Qirong Ho, Sinead A. Williamson and Eric P. Xing
Advances in Neural Information Processing Systems 27, 2014


A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks
Junming Yin, Qirong Ho and Eric Xing
Advances in Neural Information Processing Systems 26, 2013


More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin K. Kim, Phillip B. Gibbons, Garth A. Gibson, Greg Ganger and Eric Xing
Advances in Neural Information Processing Systems 26, 2013


On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks
Qirong Ho, Junming Yin and Eric P. Xing
Advances in Neural Information Processing Systems 25, 2012


Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks
Qirong Ho, Le Song and Eric P. Xing
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Multiscale Community Blockmodel for Network Exploration
Qirong Ho, Ankur P. Parikh, Le Song and Eric P. Xing
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text
Amr Ahmed, Qirong Ho, Choon H. Teo, Jacob Eisenstein, Eric P. Xing and Alex J. Smola
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011