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Denny Zhou
Denny Zhou
Research Scientist, Google Brain
google.com의 이메일 확인됨 - 홈페이지
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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
49932003
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
18852011
Learning with hypergraphs: Clustering, classification, and embedding
D Zhou, J Huang, B Schölkopf
Advances in neural information processing systems (NIPS) 19, 1601, 2007
13332007
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
9342003
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
7142007
Spectral clustering and transductive learning with multiple views
D Zhou, CJC Burges
Proceedings of the 24th international conference on Machine learning (ICML …, 2007
5352007
PaLM: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
5292022
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
5262005
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
4802007
Mobilebert: a compact task-agnostic bert for resource-limited devices
Z Sun, H Yu, X Song, R Liu, Y Yang, D Zhou
arXiv preprint arXiv:2004.02984, 2020
4642020
Query suggestion using hitting time
Q Mei, D Zhou, K Church
Proceedings of the 17th ACM conference on Information and knowledge …, 2008
4592008
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
3972012
Chain of thought prompting elicits reasoning in large language models
J Wei, X Wang, D Schuurmans, M Bosma, E Chi, Q Le, D Zhou
Advances in Neural Information Processing Systems (NeurIPS), 2022
345*2022
Neuro-symbolic program synthesis
E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli
arXiv preprint arXiv:1611.01855, 2016
3272016
Semi-supervised protein classification using cluster kernels
J Weston, D Zhou, A Elisseeff, W Noble, C Leslie
Advances in neural information processing systems 16, 2003
3182003
Semi-supervised Learning on Directed Graphs.
D Zhou, B Schölkopf, T Hofmann
Advances in neural information processing systems (NIPS) 17, 1633-1640, 2004
2792004
A regularization framework for learning from graph data
D Zhou, B Schölkopf
ICML Workshop on Statistical Relational Learning and Its Connections to …, 2004
2722004
Breaking the curse of horizon: Infinite-horizon off-policy estimation
Q Liu, L Li, Z Tang, D Zhou
Advances in Neural Information Processing Systems 31, 2018
2702018
Spectral methods meet EM: A provably optimal algorithm for crowdsourcing
Y Zhang, X Chen, D Zhou, MI Jordan
Advances in neural information processing systems 27, 2014
2642014
Provably optimal algorithms for generalized linear contextual bandits
L Li, Y Lu, D Zhou
International Conference on Machine Learning, 2071-2080, 2017
2412017
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