2009 | ||
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28 | Xiaojin Zhu, Andrew B. Goldberg: Introduction to Semi-Supervised Learning Morgan & Claypool Publishers 2009 | |
27 | David Andrzejewski, Xiaojin Zhu, Mark Craven: Incorporating domain knowledge into topic modeling via Dirichlet Forest priors. ICML 2009: 4 | |
2008 | ||
26 | Xiaojin Zhu, Michael Coen, Shelley Prudom, Ricki Colman, Joseph Kemnitz: Online Learning in Monkeys. AAAI 2008: 1506-1507 | |
25 | Nathan Rosenblum, Xiaojin Zhu, Barton Miller, Karen Hunt: Learning to Analyze Binary Computer Code. AAAI 2008: 798-804 | |
24 | Andrew B. Goldberg, Ming Li, Xiaojin Zhu: Online Manifold Regularization: A New Learning Setting and Empirical Study. ECML/PKDD (1) 2008: 393-407 | |
23 | Pedro DeRose, Xiaoyong Chai, Byron J. Gao, Warren Shen, AnHai Doan, Philip Bohannon, Xiaojin Zhu: Building Community Wikipedias: A Machine-Human Partnership Approach. ICDE 2008: 646-655 | |
22 | Aarti Singh, Robert D. Nowak, Xiaojin Zhu: Unlabeled data: Now it helps, now it doesn't. NIPS 2008: 1513-1520 | |
21 | Rui M. Castro, Charles Kalish, Robert Nowak, Ruichen Qian, Timothy J. Rogers, Xiaojin Zhu: Human Active Learning. NIPS 2008: 241-248 | |
2007 | ||
20 | Xiaojin Zhu, Andrew B. Goldberg, Mohamed Eldawy, Charles R. Dyer, Bradley Strock: A Text-to-Picture Synthesis System for Augmenting Communication. AAAI 2007: 1590- | |
19 | Xiaojin Zhu, Andrew B. Goldberg: Kernel Regression with Order Preferences. AAAI 2007: 681- | |
18 | Xiaojin Zhu, Timothy J. Rogers, Ruichen Qian, Chuck Kalish: Humans Perform Semi-Supervised Classification Too. AAAI 2007: 864- | |
17 | David Andrzejewski, Anne Mulhern, Ben Liblit, Xiaojin Zhu: Statistical Debugging Using Latent Topic Models. ECML 2007: 6-17 | |
16 | Xiaojin Zhu, Andrew B. Goldberg, Jurgen Van Gael, David Andrzejewski: Improving Diversity in Ranking using Absorbing Random Walks. HLT-NAACL 2007: 97-104 | |
15 | Jurgen Van Gael, Xiaojin Zhu: Correlation Clustering for Crosslingual Link Detection. IJCAI 2007: 1744-1749 | |
14 | Gregory Druck, Chris Pal, Andrew McCallum, Xiaojin Zhu: Semi-supervised classification with hybrid generative/discriminative methods. KDD 2007: 280-289 | |
13 | Tinggao Qin, Xiaojin Zhu, Yanchun Chen, Jian Wang: A Two-Phase Chaotic Neural Network Algorithm for Channel Assignment in Cellular Systems. LSMS (1) 2007: 540-550 | |
12 | Mariyam Mirza, Joel Sommers, Paul Barford, Xiaojin Zhu: A machine learning approach to TCP throughput prediction. SIGMETRICS 2007: 97-108 | |
2006 | ||
11 | Xiaojin Zhu, Yanchun Chen, Hesheng Zhang, Jialin Cao: Algorithm Analysis and Application Based on Chaotic Neural Network for Cellular Channel Assignment. ICIC (1) 2006: 991-996 | |
10 | Andrew B. Goldberg, David Andrzejewski, Jurgen Van Gael, Burr Settles, Xiaojin Zhu, Mark Craven: Ranking Biomedical Passages for Relevance and Diversity: University of Wisconsin, Madison at TREC Genomics 2006. TREC 2006 | |
2005 | ||
9 | Xiaojin Zhu, John D. Lafferty: Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning. ICML 2005: 1052-1059 | |
2004 | ||
8 | John D. Lafferty, Xiaojin Zhu, Yan Liu: Kernel conditional random fields: representation and clique selection. ICML 2004 | |
7 | Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty: Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. NIPS 2004 | |
2003 | ||
6 | Xiaojin Zhu, Zoubin Ghahramani, John D. Lafferty: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. ICML 2003: 912-919 | |
2001 | ||
5 | Ronald Rosenfeld, Stanley F. Chen, Xiaojin Zhu: Whole-sentence exponential language models: a vehicle for linguistic-statistical integration. Computer Speech & Language 15(1): 55-73 (2001) | |
2000 | ||
4 | Xiaojin Zhu, Jie Yang, Alex Waibel: Segmenting Hands of Arbitrary Color. FG 2000: 446-455 | |
3 | Ralph Gross, Michael Bett, Hua Yu, Xiaojin Zhu, Yue Pan, Jie Yang, Alex Waibel: Towards a Multimodal Meeting Record. IEEE International Conference on Multimedia and Expo (III) 2000: 1593-1596 | |
2 | Michael Bett, Ralph Gross, Hua Yu, Xiaojin Zhu, Yue Pan, Jie Yang, Alex Waibel: Multimodal Meeting Tracker. RIAO 2000: 32-45 | |
1999 | ||
1 | Jie Yang, Xiaojin Zhu, Ralph Gross, John Kominek, Yue Pan, Alex Waibel: Multimodal people ID for a multimedia meeting browser. ACM Multimedia (1) 1999: 159-168 |