Dengyong (Denny) Zhou
Dengyong (Denny) Zhou
Research Scientist, Google Brain
Verified email at google.com - Homepage
TitleCited byYear
Learning with Local and Global Consistency.
D Zhou, O Bousquet, TN Lal, J Weston, B Schölkopf
Advances in neural information processing systems (NIPS) 16, 321-328, 2003
37362003
Recommender systems with social regularization
H Ma, D Zhou, C Liu, MR Lyu, I King
Proceedings of the fourth ACM international conference on Web search and …, 2011
13222011
Learning with hypergraphs: Clustering, classification, and embedding
D Zhou, J Huang, B Schölkopf
Advances in neural information processing systems (NIPS) 19, 1601, 2007
7882007
Ranking on data manifolds.
D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf
Advances in neural information processing systems (NIPS) 16, 169-176, 2003
7812003
Semi-supervised graph-based hyperspectral image classification
G Camps-Valls, TVB Marsheva, D Zhou
IEEE transactions on Geoscience and Remote Sensing 45 (10), 3044-3054, 2007
5782007
Spectral clustering and transductive learning with multiple views
D Zhou, CJC Burges
Proceedings of the 24th international conference on Machine learning (ICML …, 2007
4442007
Learning from labeled and unlabeled data on a directed graph
D Zhou, J Huang, B Schölkopf
Proceedings of the 22nd international conference on Machine learning (ICML …, 2005
4362005
Evolutionary spectral clustering by incorporating temporal smoothness
Y Chi, X Song, D Zhou, K Hino, BL Tseng
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
4002007
Query suggestion using hitting time
Q Mei, D Zhou, K Church
Proceedings of the 17th ACM conference on Information and knowledge …, 2008
3902008
Semi-supervised protein classification using cluster kernels
J Weston, D Zhou, A Elisseeff, WS Noble, CS Leslie
Advances in neural information processing systems, 595-602, 2004
2872004
Learning from the Wisdom of Crowds by Minimax Entropy.
D Zhou, JC Platt, S Basu, Y Mao
Advances in Neural Information Processing Systems (NIPS), 2204-2212, 2012
2752012
Semi-supervised Learning on Directed Graphs.
D Zhou, B Schölkopf, T Hofmann
Advances in neural information processing systems (NIPS) 17, 1633-1640, 2004
2202004
A regularization framework for learning from graph data
D Zhou, B Schölkopf
ICML Workshop on Statistical Relational Learning and Its Connections to …, 2004
2142004
Spectral methods meet EM: A provably optimal algorithm for crowdsourcing
Y Zhang, X Chen, D Zhou, MI Jordan
Advances in neural information processing systems, 1260-1268, 2014
1802014
Regularization on discrete spaces
D Zhou, B Schölkopf
Proceedings of the 27th DAGM Symposium, 361-368, 2005
1802005
Protein ranking: from local to global structure in the protein similarity network
J Weston, A Elisseeff, D Zhou, CS Leslie, WS Noble
Proceedings of the National Academy of Sciences 101 (17), 6559-6563, 2004
1432004
On evolutionary spectral clustering
Y Chi, X Song, D Zhou, K Hino, BL Tseng
ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (4), 1-30, 2009
1362009
Neuro-symbolic program synthesis
E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli
arXiv preprint arXiv:1611.01855, 2016
1352016
Learning from labeled and unlabeled data using random walks
D Zhou, B Schölkopf
Proceedings of the 26th DAGM Symposium, 237-244, 2004
1352004
Optimistic knowledge gradient policy for optimal budget allocation in crowdsourcing
X Chen, Q Lin, D Zhou
International conference on machine learning, 64-72, 2013
1132013
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Articles 1–20