Xiaojin Zhu
Xiaojin Zhu
Professor in Computer Science at University of Wisconsin-Madison
Verified email at cs.wisc.edu - Homepage
TitleCited byYear
Semi-supervised learning literature survey
XJ Zhu
University of Wisconsin-Madison Department of Computer Sciences, 2005
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
Introduction to semi-supervised learning
X Zhu, AB Goldberg
Synthesis lectures on artificial intelligence and machine learning 3 (1), 1-130, 2009
Learning from labeled and unlabeled data with label propagation
X Zhu, Z Ghahramani
Technical Report CMU-CALD-02-107, Carnegie Mellon University, 2002
Semi-supervised learning with graphs
X Zhu, J Lafferty, R Rosenfeld
Carnegie Mellon University, language technologies institute, school of …, 2005
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
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
Seeing stars when there aren't many stars: graph-based semi-supervised learning for sentiment categorization
AB Goldberg, X Zhu
Proceedings of the First Workshop on Graph Based Methods for Natural …, 2006
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
Improving diversity in ranking using absorbing random walks
X Zhu, A Goldberg, J Van Gael, D Andrzejewski
Human Language Technologies 2007: The Conference of the North American …, 2007
Segmenting hands of arbitrary color
XZJYA Waibel
IEEE the Fourth IEEE International Conference on Automatic Face and Gesture …, 2000
Nonparametric transforms of graph kernels for semi-supervised learning
J Zhu, J Kandola, Z Ghahramani, JD Lafferty
Advances in neural information processing systems, 1641-1648, 2005
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
Unlabeled data: Now it helps, now it doesn't
A Singh, R Nowak, J Zhu
Advances in neural information processing systems, 1513-1520, 2009
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
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
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
Improving trigram language modeling with the world wide web
X Zhu, R Rosenfeld
2001 IEEE International Conference on Acoustics, Speech, and Signal …, 2001
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
Semi-supervised learning
X Zhu
Encyclopedia of Machine Learning and Data Mining, 1142-1147, 2017
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