Pengtao Xie
Pengtao Xie
UC San Diego
Dirección de correo verificada de cs.cmu.edu - Página principal
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Año
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
3942015
Integrating Document Clustering and Topic Modeling
P Xie, E Xing
29th International Conference on Uncertainty in Artificial Intelligence (UAI …, 2013
1712013
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
1502017
On the automatic generation of medical imaging reports
B Jing, P Xie, E Xing
arXiv preprint arXiv:1711.08195, 2017
1062017
COVID-CT-Dataset: a CT scan dataset about COVID-19
J Zhao, Y Zhang, X He, P Xie
arXiv preprint arXiv:2003.13865, 2020
962020
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
912014
Strategies and principles of distributed machine learning on big data
EP Xing, Q Ho, P Xie, D Wei
Engineering 2 (2), 179-195, 2016
882016
Incorporating Word Correlation Knowledge into Topic Modeling
P Xie, D Yang, EP Xing
Conference of the North American Chapter of the Association for …, 2015
872015
Diversifying restricted boltzmann machine for document modeling
P Xie, Y Deng, E Xing
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
682015
Towards automated ICD coding using deep learning
H Shi, P Xie, Z Hu, M Zhang, EP Xing
arXiv preprint arXiv:1711.04075, 2017
602017
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
512015
Multi-Modal Distance Metric Learning
P Xie, E Xing
23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013
50*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
432020
A neural architecture for automated icd coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
372018
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
282018
Diversity-promoting bayesian learning of latent variable models
P Xie, J Zhu, E Xing
International Conference on Machine Learning, 59-68, 2016
242016
Learning compact and effective distance metrics with diversity regularization
P Xie
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
242015
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
212015
Mining User Interests from Personal Photos
P Xie, Y Pei, Y Xie, E Xing
29th AAAI Conference on Artificial Intelligence (AAAI 2015), 2015
212015
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
202017
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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