Kai Yu
机构: Founder & CEO of Horizon Robotics , Founder of Baidu IDL and Baidu Autonomous Driving
主页: lmu.de
每年引用次数
引用次数
引用: 33,625
H-指数: 55
I10-指数 : 91
出版物: 120
Large-scale collaborative prediction using a nonparametric random effects model
Kai Yu , John Lafferty , Shenghuo Zhu , Yihong Gong
Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 1185 -1192
63
2009
Learning Gaussian processes from multiple tasks
Kai Yu , Volker Tresp , Anton Schwaighofer
Proceedings of the 22nd international conference on Machine learning - ICML '05 1012 -1019
355
2005
Dirichlet enhanced relational learning
Zhao Xu , Volker Tresp , Kai Yu , Shipeng Yu
Proceedings of the 22nd international conference on Machine learning - ICML '05 1004 -1011
23
2005
Combining content and link for classification using matrix factorization
Shenghuo Zhu , Kai Yu , Yun Chi , Yihong Gong
international acm sigir conference on research and development in information retrieval 487 -494
329
2007
Smooth sparse coding via marginal regression for learning sparse representations
Krishnakumar Balasubramanian , Kai Yu , Guy Lebanon
Artificial Intelligence 238 83 -95
4
2016
A nonparametric hierarchical bayesian framework for information filtering
Kai Yu , Volker Tresp , Shipeng Yu
Proceedings of the 27th annual international conference on Research and development in information retrieval - SIGIR '04 353 -360
59
2004
Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor
Guangyu Zhu , Ming Yang , Kai Yu , Wei Xu
acm multimedia 165 -174
60
2009
Selecting relevant instances for efficient and accurate collaborative filtering
Kai Yu , Xiaowei Xu , Martin Ester , Hans-Peter Kriegel
Proceedings of the tenth international conference on Information and knowledge management - CIKM'01 239 -246
56
2001
Query Specific Rank Fusion for Image Retrieval
Shaoting Zhang , Ming Yang , Timothee Cour , Kai Yu
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 ( 4) 803 -815
187
2015
Local learning projections
Mingrui Wu , Kai Yu , Shipeng Yu , Bernhard Schölkopf
international conference on machine learning 1039 -1046
40
2007
Robust multi-task learning with t-processes
Shipeng Yu , Volker Tresp , Kai Yu
international conference on machine learning 1103 -1110
79
2007
Correspondence driven adaptation for human profile recognition
Ming Yang , Shenghuo Zhu , Fengjun Lv , Kai Yu
CVPR 2011 505 -512
34
2011
Learning image representations from the pixel level via hierarchical sparse coding
Kai Yu , Yuanqing Lin , John Lafferty
CVPR 2011 1713 -1720
199
2011
Supervised probabilistic principal component analysis
Shipeng Yu , Kai Yu , Volker Tresp , Hans-Peter Kriegel
knowledge discovery and data mining 464 -473
179
2006
trNon-greedy active learning for text categorization using convex ansductive experimental design
Kai Yu , Shenghuo Zhu , Wei Xu , Yihong Gong
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08 635 -642
40
2008
Active learning via transductive experimental design
Kai Yu , Jinbo Bi , Volker Tresp
Proceedings of the 23rd international conference on Machine learning - ICML '06 1081 -1088
266
2006
Collaborative ordinal regression
Shipeng Yu , Kai Yu , Volker Tresp , Hans-Peter Kriegel
Proceedings of the 23rd international conference on Machine learning - ICML '06 1089 -1096
52
2006
Removing redundancy and inconsistency in memory-based collaborative filtering
Kai Yu , Xiaowei Xu , Anton Schwaighofer , Volker Tresp
conference on information and knowledge management 52 -59
3
2002
Text Flow: A Unified Text Detection System in Natural Scene Images
Shangxuan Tian , Yifeng Pan , Chang Huang , Shijian Lu
2015 IEEE International Conference on Computer Vision (ICCV) 4651 -4659
167
2015
Supervised translation-invariant sparse coding
Thomas Huang , Jianchao Yang , Kai Yu
computer vision and pattern recognition 3517 -3524
427
2010