Pengtao Xie
Pengtao Xie
UC San Diego
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Petuum: A new platform for distributed machine learning on big data
EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ...
IEEE Transactions on Big Data 1 (2), 49-67, 2015
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters
H Zhang, Z Zheng, S Xu, W Dai, Q Ho, X Liang, Z Hu, J Wei, P Xie, ...
2017 {USENIX} Annual Technical Conference ({USENIX}{ATC} 17), 181-193, 2017
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
COVID-CT-Dataset: a CT scan dataset about COVID-19
J Zhao, Y Zhang, X He, P Xie
arXiv preprint arXiv:2003.13865, 2020
Crypto-nets: Neural networks over encrypted data
P Xie, M Bilenko, T Finley, R Gilad-Bachrach, K Lauter, M Naehrig
arXiv preprint arXiv:1412.6181, 2014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
Incorporating Word Correlation Knowledge into Topic Modeling
P Xie, D Yang, EP Xing
Conference of the North American Chapter of the Association for …, 2015
Diversifying restricted boltzmann machine for document modeling
P Xie, Y Deng, E Xing
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
Poseidon: A system architecture for efficient gpu-based deep learning on multiple machines
H Zhang, Z Hu, J Wei, P Xie, G Kim, Q Ho, E Xing
arXiv preprint arXiv:1512.06216, 2015
Multi-Modal Distance Metric Learning
P Xie, E Xing
23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013
Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans
X He, X Yang, S Zhang, J Zhao, Y Zhang, E Xing, P Xie
medRxiv, 2020
A neural architecture for automated icd coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
Effective use of bidirectional language modeling for transfer learning in biomedical named entity recognition
DS Sachan, P Xie, M Sachan, EP Xing
Machine Learning for Healthcare Conference, 383-402, 2018
Diversity-promoting bayesian learning of latent variable models
P Xie, J Zhu, E Xing
International Conference on Machine Learning, 59-68, 2016
Learning compact and effective distance metrics with diversity regularization
P Xie
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
Distributed machine learning via sufficient factor broadcasting
P Xie, JK Kim, Y Zhou, Q Ho, A Kumar, Y Yu, E Xing
arXiv preprint arXiv:1511.08486, 2015
Mining User Interests from Personal Photos
P Xie, Y Pei, Y Xie, E Xing
29th AAAI Conference on Artificial Intelligence (AAAI 2015), 2015
Deep determinantal point process for large-scale multi-label classification
P Xie, R Salakhutdinov, L Mou, EP Xing
Proceedings of the IEEE International Conference on Computer Vision, 473-482, 2017
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