Eric Xing
Eric Xing
Professor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
Distance metric learning with application to clustering with side-information
EP Xing, MI Jordan, SJ Russell, AY Ng
Advances in neural information processing systems, 521-528, 2003
27712003
Mixed membership stochastic blockmodels
EM Airoldi, DM Blei, SE Fienberg, EP Xing
Journal of Machine Learning Research 9 (Sep), 1981-2014, 2008
15032008
Object bank: A high-level image representation for scene classification & semantic feature sparsification
LJ Li, H Su, L Fei-Fei, EP Xing
Advances in neural information processing systems, 1378-1386, 2010
9212010
Feature selection for high-dimensional genomic microarray data
EP Xing, MI Jordan, RM Karp
ICML 1, 601-608, 2001
7522001
A latent variable model for geographic lexical variation
J Eisenstein, B O'Connor, NA Smith, EP Xing
Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010
5772010
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
3892008
Tree-guided group lasso for multi-task regression with structured sparsity.
S Kim, EP Xing
ICML, 543-550, 2010
3522010
Graph-structured multi-task regression and an efficient optimization method for general fused lasso
X Chen, S Kim, Q Lin, JG Carbonell, EP Xing
arXiv preprint arXiv:1005.3579, 2010
333*2010
Discrete temporal models of social networks
S Hanneke, W Fu, EP Xing
Electronic Journal of Statistics 4, 585-605, 2010
2792010
More effective distributed ml via a stale synchronous parallel parameter server
Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ...
Advances in neural information processing systems, 1223-1231, 2013
2752013
CLIFF: clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts
EP Xing, RM Karp
Bioinformatics 17 (suppl_1), S306-S315, 2001
2722001
Online detection of unusual events in videos via dynamic sparse coding
B Zhao, L Fei-Fei, EP Xing
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
2662011
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
2592011
Mechanisms of inactivation of p14ARF, p15INK4b, and p16INK4a genes in human esophageal squamous cell carcinoma
EP Xing, Y Nie, Y Song, GY Yang, YC Cai, LD Wang, CS Yang
Clinical Cancer Research 5 (10), 2704-2713, 1999
2491999
Recovering time-varying networks of dependencies in social and biological studies
A Ahmed, EP Xing
Proceedings of the National Academy of Sciences 106 (29), 11878-11883, 2009
2272009
Estimating time-varying networks
M Kolar, L Song, A Ahmed, EP Xing
The Annals of Applied Statistics 4 (1), 94-123, 2010
2262010
MedLDA: maximum margin supervised topic models for regression and classification
J Zhu, A Ahmed, EP Xing
Proceedings of the 26th annual international conference on machine learning …, 2009
2252009
Sparse additive generative models of text
J Eisenstein, A Ahmed, EP Xing
2112011
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
205*2015
A generalized mean field algorithm for variational inference in exponential families
EP Xing, MI Jordan, S Russell
Proceedings of the Nineteenth conference on Uncertainty in Artificial …, 2002
2012002
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