Xiaojin Zhu
Xiaojin Zhu
Professor in Computer Science at University of Wisconsin-Madison
Verified email at cs.wisc.edu - Homepage
Title
Cited by
Cited by
Year
Semi-supervised learning literature survey
XJ Zhu
University of Wisconsin-Madison Department of Computer Sciences, 2005
41062005
Semi-supervised learning using gaussian fields and harmonic functions
X Zhu, Z Ghahramani, JD Lafferty
Proceedings of the 20th International conference on Machine learning (ICML …, 2003
39952003
Introduction to semi-supervised learning
X Zhu, AB Goldberg
Synthesis lectures on artificial intelligence and machine learning 3 (1), 1-130, 2009
17602009
Learning from labeled and unlabeled data with label propagation
X ZhuЃ, Z GhahramaniЃн
13522002
Semi-supervised learning with graphs
X Zhu, J Lafferty, R Rosenfeld
Carnegie Mellon University, language technologies institute, school of …, 2005
7232005
Combining Active Learning and Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions
X Zhu, J Lafferty, Z Ghahramani
ICML 2003 workshop on The Continuum from Labeled to Unlabeled Data in …, 2003
5502003
Incorporating domain knowledge into topic modeling via Dirichlet forest priors
D Andrzejewski, X Zhu, M Craven
Proceedings of the 26th annual international conference on machine learning …, 2009
4572009
Seeing stars when there aren’t many stars: Graph-based semi-supervised learning for sentiment categorization
AB Goldberg, X Zhu
Proceedings of TextGraphs: The first workshop on graph based methods for …, 2006
3992006
Learning from bullying traces in social media
JM Xu, KS Jun, X Zhu, A Bellmore
Proceedings of the 2012 conference of the North American chapter of the …, 2012
2902012
A topic model for word sense disambiguation
J Boyd-Graber, D Blei, X Zhu
Proceedings of the 2007 joint conference on empirical methods in natural …, 2007
2902007
Improving diversity in ranking using absorbing random walks
X Zhu, AB Goldberg, J Van Gael, D Andrzejewski
Human Language Technologies 2007: The Conference of the North American …, 2007
2792007
Segmenting hands of arbitrary color
X Zhu, J Yang, A Waibel
Proceedings Fourth IEEE International Conference on Automatic Face and …, 2000
2332000
Unlabeled data: Now it helps, now it doesn't
A Singh, R Nowak, J Zhu
Advances in neural information processing systems 21, 1513-1520, 2008
2262008
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners.
S Mei, X Zhu
AAAI, 2871-2877, 2015
2162015
Transduction with matrix completion: Three birds with one stone
A Goldberg, B Recht, J Xu, R Nowak, J Zhu
Advances in neural information processing systems, 757-765, 2010
2102010
Nonparametric transforms of graph kernels for semi-supervised learning
J Zhu, J Kandola, Z Ghahramani, J Lafferty
Advances in neural information processing systems 17, 1641-1648, 2004
2072004
Corleone: hands-off crowdsourcing for entity matching
C Gokhale, S Das, AH Doan, JF Naughton, N Rampalli, J Shavlik, X Zhu
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
2052014
Semi-supervised learning
X Zhou, M Belkin
Academic Press Library in Signal Processing 1, 1239-1269, 2014
2052014
Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning
X Zhu, J Lafferty
Proceedings of the 22nd international conference on Machine learning, 1052-1059, 2005
2052005
Kernel conditional random fields: representation and clique selection
J Lafferty, X Zhu, Y Liu
Proceedings of the twenty-first international conference on Machine learning, 64, 2004
2052004
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