Eric P. Xing

	2009
57		Jun Zhu, Amr Ahmed, Eric P. Xing: MedLDA: maximum margin supervised topic models for regression and classification. ICML 2009: 158
56		Jun Zhu, Eric P. Xing: On primal and dual sparsity of Markov networks. ICML 2009: 159
55		Wenjie Fu, Le Song, Eric P. Xing: Dynamic mixed membership blockmodel for evolving networks. ICML 2009: 42
54		André F. T. Martins, Noah A. Smith, Eric P. Xing: Polyhedral outer approximations with application to natural language parsing. ICML 2009: 90
53		Jun Zhu, Eric P. Xing, Bo Zhang: Primal sparse Max-margin Markov networks. KDD 2009: 1047-1056
52		Amr Ahmed, Eric P. Xing, William W. Cohen, Robert F. Murphy: Structured correspondence topic models for mining captioned figures in biological literature. KDD 2009: 39-48
51		Seyoung Kim, Kyung-Ah Sohn, Eric P. Xing: A multivariate regression approach to association analysis of a quantitative trait network. Bioinformatics 25(12): (2009)
50		Wenjie Fu, Pradipta Ray, Eric P. Xing: DISCOVER: a feature-based discriminative method for motif search in complex genomes. Bioinformatics 25(12): (2009)
49		Le Song, Mladen Kolar, Eric P. Xing: KELLER: estimating time-varying interactions between genes. Bioinformatics 25(12): (2009)
	2008
48		Amr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xing: Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks. ECCV (3) 2008: 69-82
47		Wei-Hao Lin, Eric P. Xing, Alexander G. Hauptmann: A Joint Topic and Perspective Model for Ideological Discourse. ECML/PKDD (2) 2008: 17-32
46		André F. T. Martins, Dipanjan Das, Noah A. Smith, Eric P. Xing: Stacking Dependency Parsers. EMNLP 2008: 157-166
45		Jun Zhu, Eric P. Xing, Bo Zhang: Laplace maximum margin Markov networks. ICML 2008: 1256-1263
44		André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing: Nonextensive entropic kernels. ICML 2008: 640-647
43		Suyash Shringarpure, Eric P. Xing: mStruct: a new admixture model for inference of population structure in light of both genetic admixing and allele mutations. ICML 2008: 952-959
42		Ramesh Nallapati, Amr Ahmed, Eric P. Xing, William W. Cohen: Joint latent topic models for text and citations. KDD 2008: 542-550
41		Jun Zhu, Eric P. Xing, Bo Zhang: Partially Observed Maximum Entropy Discrimination Markov Networks. NIPS 2008: 1977-1984
40		Edoardo Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing: Mixed Membership Stochastic Blockmodels. NIPS 2008: 33-40
39		Tien-ho Lin, Pradipta Ray, Geir Kjetil Sandve, Selen Uguroglu, Eric P. Xing: BayCis: A Bayesian Hierarchical HMM for Cis-Regulatory Module Decoding in Metazoan Genomes. RECOMB 2008: 66-81
38		Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos: Semi-Supervised Learning Based on Semiparametric Regularization. SDM 2008: 132-142
37		Amr Ahmed, Eric P. Xing: Dynamic Non-Parametric Mixture Models and the Recurrent Chinese Restaurant Process: with Applications to Evolutionary Clustering. SDM 2008: 219-230
36		Seyoung Kim, Eric P. Xing: Feature Selection via Block-Regularized Regression. UAI 2008: 325-332
35		Hetunandan Kamisetty, Eric P. Xing, Christopher James Langmead: Free Energy Estimates of All-Atom Protein Structures Using Generalized Belief Propagation. Journal of Computational Biology 15(7): 755-766 (2008)
34		Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing: C-DEM: a multi-modal query system for Drosophila Embryo databases. PVLDB 1(2): 1508-1511 (2008)
33		Jun Yang, Rong Yan, Yan Liu, Eric P. Xing: Harmonium Models for Video Classification. Statistical Analysis and Data Mining 1(1): 23-37 (2008)
	2007
32		Lie Gu, Eric P. Xing, Takeo Kanade: Learning GMRF Structures for Spatial Priors. CVPR 2007
31		Ramesh Nallapati, Amr Ahmed, William W. Cohen, Eric P. Xing: Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models. ICDM Workshops 2007: 343-348
30		Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos: A Max Margin Framework on Image Annotation and Multimodal Image Retrieval. ICME 2007: 504-507
29		Fan Guo, Steve Hanneke, Wenjie Fu, Eric P. Xing: Recovering temporally rewiring networks: a model-based approach. ICML 2007: 321-328
28		Eric P. Xing: Probabilistic Graphical Models-Theory, Algorithm, and Application. ICMLA 2007
27		Lillian Y. Chang, Nancy S. Pollard, Tom M. Mitchell, Eric P. Xing: Feature selection for grasp recognition from optical markers. IROS 2007: 2944-2950
26		Kyung-Ah Sohn, Eric P. Xing: Spectrum: joint bayesian inference of population structure and recombination events. ISMB/ECCB (Supplement of Bioinformatics) 2007: 479-489
25		Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos: Enhanced max margin learning on multimodal data mining in a multimedia database. KDD 2007: 340-349
24		Bing Zhao, Eric P. Xing: HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation. NIPS 2007
23		Yanxin Shi, Fan Guo, Wei Wu, Eric P. Xing: GIMscan: A New Statistical Method for Analyzing Whole-Genome Array CGH Data. RECOMB 2007: 151-165
22		Hetunandan Kamisetty, Eric P. Xing, Christopher James Langmead: Free Energy Estimates of All-Atom Protein Structures Using Generalized Belief Propagation. RECOMB 2007: 366-380
21		Jun Yang, Yan Liu, Eric P. Xing, Alexander G. Hauptmann: Harmonium Models for Semantic Video Representation and Classification. SDM 2007
20		Eric P. Xing, Michael I. Jordan, Roded Sharan: Bayesian Haplotype Inference via the Dirichlet Process. Journal of Computational Biology 14(3): 267-284 (2007)
	2006
19		Bing Zhao, Eric P. Xing: BiTAM: Bilingual Topic AdMixture Models for Word Alignment. ACL 2006
18		Eric P. Xing, Kyung-Ah Sohn, Michael I. Jordan, Yee Whye Teh: Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture. ICML 2006: 1049-1056
17		Tien-ho Lin, Eugene W. Myers, Eric P. Xing: Interpreting anonymous DNA samples from mass disasters - probabilistic forensic inference using genetic markers. ISMB (Supplement of Bioinformatics) 2006: 298-306
16		Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos: Automatic mining of fruit fly embryo images. KDD 2006: 693-698
15		Kyung-Ah Sohn, Eric P. Xing: Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space. NIPS 2006: 1305-1312
	2005
14		Yan Liu, Eric P. Xing, Jaime G. Carbonell: Predicting protein folds with structural repeats using a chain graph model. ICML 2005: 513-520
13		Fan Li, Yiming Yang, Eric P. Xing: From Lasso regression to Feature vector machine. NIPS 2005
12		Eric P. Xing, Rong Yan, Alexander G. Hauptmann: Mining Associated Text and Images with Dual-Wing Harmoniums. UAI 2005: 633-641
11		Wei Wu, Eric P. Xing, Connie Myers, I. Saira Mian, Mina J. Bissell: Evaluation of normalization methods for cDNA microarray data by k-NN classification. BMC Bioinformatics 6: 191 (2005)
10		Wei Wu, Nilesh Dave, George C. Tseng, Thomas Richards, Eric P. Xing, Naftali Kaminski: Comparison of normalization methods for CodeLink Bioarray data. BMC Bioinformatics 6: 309 (2005)
	2004
9		Eric P. Xing, Roded Sharan, Michael I. Jordan: Bayesian haplo-type inference via the dirichlet process. ICML 2004
8		Eric P. Xing, Michael I. Jordan: Graph Partition Strategies for Generalized Mean Field Inference. UAI 2004: 602-610
7		Eric P. Xing, Wei Wu, Michael I. Jordan, Richard M. Karp: Logos: a Modular Bayesian Model for de Novo Motif Detection. J. Bioinformatics and Computational Biology 2(1): 127-154 (2004)
	2003
6		Eric P. Xing, Wei Wu, Michael I. Jordan, Richard M. Karp: LOGOS: a modular Bayesian model for de novo motif detection. CSB 2003: 266-276
5		Eric P. Xing, Michael I. Jordan, Stuart J. Russell: A generalized mean field algorithm for variational inference in exponential families. UAI 2003: 583-591
	2002
4		Eric P. Xing, Michael I. Jordan, Richard M. Karp, Stuart J. Russell: A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences. NIPS 2002: 1489-1496
3		Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, Stuart J. Russell: Distance Metric Learning with Application to Clustering with Side-Information. NIPS 2002: 505-512
	2001
2		Eric P. Xing, Michael I. Jordan, Richard M. Karp: Feature selection for high-dimensional genomic microarray data. ICML 2001: 601-608
1		Eric P. Xing, Richard M. Karp: CLIFF: clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts. ISMB (Supplement of Bioinformatics) 2001: 306-315

Coauthor Index

1	Pedro M. Q. Aguiar	[44]
2	Amr Ahmed	[31] [37] [42] [48] [52] [57]
3	Edoardo Airoldi (Edoardo M. Airoldi)	[40]
4	André G. R. Balan	[16]
5	Mina J. Bissell	[11]
6	David M. Blei	[40]
7	Jaime G. Carbonell	[14]
8	Lillian Y. Chang	[27]
9	William W. Cohen	[31] [42] [52]
10	Dipanjan Das	[46]
11	Nilesh Dave	[10]
12	Christos Faloutsos	[16] [25] [30] [34] [38]
13	Stephen E. Fienberg	[40]
14	Mário A. T. Figueiredo	[44]
15	Wenjie Fu	[29] [50] [55]
16	Yihong Gong	[48]
17	Lie Gu	[32]
18	Fan Guo	[23] [29] [34]
19	Zhen Guo	[25] [30] [38]
20	Steve Hanneke	[29]
21	Alexander G. Hauptmann	[12] [21] [47]
22	Michael I. Jordan	[2] [3] [4] [5] [6] [7] [8] [9] [18] [20]
23	Naftali Kaminski	[10]
24	Hetunandan Kamisetty	[22] [35]
25	Takeo Kanade	[32]
26	Richard M. Karp	[1] [2] [4] [6] [7]
27	Seyoung Kim	[36] [51]
28	Mladen Kolar	[49]
29	Christopher James Langmead	[22] [35]
30	Fan Li	[13]
31	Lei Li	[34]
32	Tien-ho Lin	[17] [39]
33	Wei-Hao Lin	[47]
34	Yan Liu (Yan (Jenny) Liu)	[14] [21] [33]
35	André F. T. Martins	[44] [46] [54]
36	I. Saira Mian	[11]
37	Tom M. Mitchell	[27]
38	Robert F. Murphy	[52]
39	Connie Myers	[11]
40	Eugene W. Myers (Gene Myers)	[17]
41	Ramesh Nallapati	[31] [42]
42	Andrew Y. Ng	[3]
43	Jia-Yu Pan	[16]
44	Nancy S. Pollard	[27]
45	Pradipta Ray	[39] [50]
46	Thomas Richards	[10]
47	Stuart J. Russell	[3] [4] [5]
48	Geir Kjetil Sandve	[39]
49	Roded Sharan	[9] [20]
50	Yanxin Shi	[23]
51	Suyash Shringarpure	[43]
52	Noah A. Smith	[44] [46] [54]
53	Kyung-Ah Sohn	[15] [18] [26] [51]
54	Le Song	[49] [55]
55	Yee Whye Teh	[18]
56	Agma J. M. Traina (Agma Juci Machado Traina)	[16]
57	George C. Tseng	[10]
58	Selen Uguroglu	[39]
59	Wei Wu	[6] [7] [10] [11] [23]
60	Wei Xu	[48]
61	Rong Yan	[12] [33]
62	Yiming Yang	[13]
63	Jun Yang	[21] [33]
64	Kai Yu	[48]
65	Bo Zhang	[41] [45] [53]
66	Zhongfei (Mark) Zhang (Zhongfei Zhang)	[25] [30] [38]
67	Bing Zhao	[19] [24]
68	Jun Zhu	[41] [45] [53] [56] [57]

Colors in the list of coauthors