Eric Xing
Eric Xing
Professor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon University
確認したメール アドレス: cs.cmu.edu - ホームページ
タイトル
引用先
引用先
Distance metric learning with application to clustering with side-information
EP Xing, AY Ng, MI Jordan, S Russell
NIPS 15 (505–512), 12, 2002
34372002
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of machine learning research, 2008
20572008
Object bank: A high-level image representation for scene classification & semantic feature sparsification
LJ Li, H Su, FF Li, E P Xing
Carnegie Mellon University, 2010
11112010
Feature selection for high-dimensional genomic microarray data
EP Xing, MI Jordan, RM Karp
Icml 1, 601-608, 2001
8452001
A latent variable model for geographic lexical variation
J Eisenstein, B O’Connor, NA Smith, E Xing
Proceedings of the 2010 conference on empirical methods in natural language …, 2010
7842010
Toward controlled generation of text
Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing
International Conference on Machine Learning, 1587-1596, 2017
634*2017
More effective distributed ml via a stale synchronous parallel parameter server
Q Ho, J Cipar, H Cui, JK Kim, S Lee, PB Gibbons, GA Gibson, GR Ganger, ...
Advances in neural information processing systems 2013, 1223, 2013
5512013
MedLDA: maximum margin supervised topic models
J Zhu, A Ahmed, EP Xing
the Journal of machine Learning research 13 (1), 2237-2278, 2012
4822012
Joint latent topic models for text and citations
RM Nallapati, A Ahmed, EP Xing, WW Cohen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
4762008
Tree-guided group lasso for multi-task regression with structured sparsity
S Kim, EP Xing
ICML, 2010
4612010
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
4512015
Learning a predictable and generative vector representation for objects
R Girdhar, DF Fouhey, M Rodriguez, A Gupta
European Conference on Computer Vision, 484-499, 2016
4452016
Discrete temporal models of social networks
S Hanneke, W Fu, EP Xing
Electronic journal of statistics 4, 585-605, 2010
4152010
Online detection of unusual events in videos via dynamic sparse coding
B Zhao, L Fei-Fei, EP Xing
CVPR 2011, 3313-3320, 2011
4132011
Theoretically principled trade-off between robustness and accuracy
H Zhang, Y Yu, J Jiao, E Xing, L El Ghaoui, M Jordan
International Conference on Machine Learning, 7472-7482, 2019
4072019
Race: Large-scale reading comprehension dataset from examinations
G Lai, Q Xie, H Liu, Y Yang, E Hovy
arXiv preprint arXiv:1704.04683, 2017
3892017
Harnessing deep neural networks with logic rules
Z Hu, X Ma, Z Liu, E Hovy, E Xing
arXiv preprint arXiv:1603.06318, 2016
3742016
Rolx: structural role extraction & mining in large graphs
K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ...
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
3522012
Deep kernel learning
AG Wilson, Z Hu, R Salakhutdinov, EP Xing
Artificial intelligence and statistics, 370-378, 2016
3462016
Distributed cosegmentation via submodular optimization on anisotropic diffusion
G Kim, EP Xing, L Fei-Fei, T Kanade
2011 international conference on computer vision, 169-176, 2011
3282011
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