Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xun Zheng

Learning Sparse Nonparametric DAGs

Sep 29, 2019
Xun Zheng, Chen Dan, Bryon Aragam, Pradeep Ravikumar, Eric P. Xing

* 17 pages, 5 figures 

  Access Paper or Ask Questions

DAGs with NO TEARS: Continuous Optimization for Structure Learning

Nov 03, 2018
Xun Zheng, Bryon Aragam, Pradeep Ravikumar, Eric P. Xing

* 22 pages, 8 figures, accepted to NIPS 2018 

  Access Paper or Ask Questions

Learning Tensor Latent Features

Oct 10, 2018
Sung-En Chang, Xun Zheng, Ian E. H. Yen, Pradeep Ravikumar, Rose Yu

* 10 pages, 3 figures 

  Access Paper or Ask Questions

State Space LSTM Models with Particle MCMC Inference

Nov 30, 2017
Xun Zheng, Manzil Zaheer, Amr Ahmed, Yuan Wang, Eric P Xing, Alexander J Smola

  Access Paper or Ask Questions

Petuum: A New Platform for Distributed Machine Learning on Big Data

May 14, 2015
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu

* 15 pages, 10 figures, final version in KDD 2015 under the same title 

  Access Paper or Ask Questions

LightLDA: Big Topic Models on Modest Compute Clusters

Dec 04, 2014
Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric P. Xing, Tie-Yan Liu, Wei-Ying Ma

  Access Paper or Ask Questions

Model-Parallel Inference for Big Topic Models

Nov 10, 2014
Xun Zheng, Jin Kyu Kim, Qirong Ho, Eric P. Xing

  Access Paper or Ask Questions

Primitives for Dynamic Big Model Parallelism

Jun 18, 2014
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

  Access Paper or Ask Questions

Consistent Bounded-Asynchronous Parameter Servers for Distributed ML

Dec 31, 2013
Jinliang Wei, Wei Dai, Abhimanu Kumar, Xun Zheng, Qirong Ho, Eric P. Xing

* Corrected Title 

  Access Paper or Ask Questions

Improved Bayesian Logistic Supervised Topic Models with Data Augmentation

Oct 09, 2013
Jun Zhu, Xun Zheng, Bo Zhang

* 9 pages, ACL 2013 

  Access Paper or Ask Questions