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Kai Yu: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Kai Yu, Volker Tresp
    Heterogenous Data Fusion via a Probabilistic Latent-Variable Model. [Citation Graph (0, 0)][DBLP]
    ARCS, 2004, pp:20-30 [Conf]
  2. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel
    Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. [Citation Graph (0, 0)][DBLP]
    CIKM, 2001, pp:239-246 [Conf]
  3. Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel
    Removing redundancy and inconsistency in memory-based collaborative filtering. [Citation Graph (0, 0)][DBLP]
    CIKM, 2002, pp:52-59 [Conf]
  4. Kai Yu, Shipeng Yu, Volker Tresp
    Multi-Output Regularized Projection. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2005, pp:597-602 [Conf]
  5. Kai Yu, Zhong Wen, Xiaowei Xu, Martin Ester
    Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address). [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 2001, pp:285-290 [Conf]
  6. Zhao Xu, Xiaowei Xu, Kai Yu, Volker Tresp
    A Hybrid Relevance-Feedback Approach to Text Retrieval. [Citation Graph (0, 0)][DBLP]
    ECIR, 2003, pp:281-293 [Conf]
  7. Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi Wang
    Representative Sampling for Text Classification Using Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    ECIR, 2003, pp:393-407 [Conf]
  8. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:841-848 [Conf]
  9. Volker Tresp, Kai Yu
    An Introduction to Nonparametric Hierarchical Bayesian Modelling with a Focus on Multi-agent Learning. [Citation Graph (0, 0)][DBLP]
    European Summer School on Multi-AgentControl, 2003, pp:290-312 [Conf]
  10. Edward C. Lin, Kai Yu, Rob A. Rutenbar, Tsuhan Chen
    A 1000-word vocabulary, speaker-independent, continuous live-mode speech recognizer implemented in a single FPGA. [Citation Graph (0, 0)][DBLP]
    FPGA, 2007, pp:60-68 [Conf]
  11. Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel
    Hierarchy-Regularized Latent Semantic Indexing. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:178-185 [Conf]
  12. Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel
    Dirichlet enhanced relational learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:1004-1011 [Conf]
  13. Kai Yu, Jinbo Bi, Volker Tresp
    Active learning via transductive experimental design. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:1081-1088 [Conf]
  14. Kai Yu, Volker Tresp, Anton Schwaighofer
    Learning Gaussian processes from multiple tasks. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:1012-1019 [Conf]
  15. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Collaborative ordinal regression. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:1089-1096 [Conf]
  16. Carsten Stolz, Vassil Gedov, Kai Yu, Ralph Neuneier, Michal Skubacz
    Measuring Semantic Relations of Web Sites by Clustering of Local Context. [Citation Graph (0, 0)][DBLP]
    ICWE, 2004, pp:182-186 [Conf]
  17. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu
    Supervised probabilistic principal component analysis. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:464-473 [Conf]
  18. Kai Yu, Shipeng Yu, Volker Tresp
    Dirichlet Enhanced Latent Semantic Analysis. [Citation Graph (0, 0)][DBLP]
    LWA, 2004, pp:221-226 [Conf]
  19. Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel
    Knowing a tree from the forest: art image retrieval using a society of profiles. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2003, pp:622-631 [Conf]
  20. Anton Schwaighofer, Volker Tresp, Kai Yu
    Learning Gaussian Process Kernels via Hierarchical Bayes. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  21. Shipeng Yu, Kai Yu, Volker Tresp
    Soft Clustering on Graphs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  22. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    A Probabilistic Clustering-Projection Model for Discrete Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:417-428 [Conf]
  23. Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel
    Instance Selection Techniques for Memory-based Collaborative Filtering. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  24. Kai Yu, Volker Tresp, Shipeng Yu
    A nonparametric hierarchical bayesian framework for information filtering. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2004, pp:353-360 [Conf]
  25. Kai Yu, Shipeng Yu, Volker Tresp
    Multi-label informed latent semantic indexing. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2005, pp:258-265 [Conf]
  26. Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang
    Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:616-623 [Conf]
  27. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel
    Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2003, v:5, n:2, pp:201-224 [Journal]
  28. Kai Yu, Liang Ji, Xuegong Zhang
    Kernel Nearest Neighbor Algorithm. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2002, v:15, n:2, pp:147-156 [Journal]
  29. Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel
    Probabilistic Memory-Based Collaborative Filtering. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2004, v:16, n:1, pp:56-69 [Journal]
  30. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Multi-Output Regularized Feature Projection. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:12, pp:1600-1613 [Journal]
  31. Kai Yu, Björn E. Ottersten
    Models for MIMO propagation channels: a review. [Citation Graph (0, 0)][DBLP]
    Wireless Communications and Mobile Computing, 2002, v:2, n:7, pp:653-666 [Journal]
  32. Kai Yu, M. J. F. Gales
    Discriminative cluster adaptive training. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Audio, Speech & Language Processing, 2006, v:14, n:5, pp:1694-1703 [Journal]
  33. Shipeng Yu, Volker Tresp, Kai Yu
    Robust multi-task learning with t-processes. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1103-1110 [Conf]
  34. Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf
    Local learning projections. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1039-1046 [Conf]
  35. Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu
    Stochastic Relational Models for Discriminative Link Prediction. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1553-1560 [Conf]
  36. Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong
    Combining content and link for classification using matrix factorization. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2007, pp:487-494 [Conf]
  37. Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel
    Infinite Hidden Relational Models. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]

  38. Program Sifting: Select Property-Related Functions for Language-Based Static Analysis. [Citation Graph (, )][DBLP]


  39. Linear spatial pyramid matching using sparse coding for image classification. [Citation Graph (, )][DBLP]


  40. Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks. [Citation Graph (, )][DBLP]


  41. Visual Knowledge Reasoning on Typed Categorical Structure. [Citation Graph (, )][DBLP]


  42. Large-scale collaborative prediction using a nonparametric random effects model. [Citation Graph (, )][DBLP]


  43. Tutorial summary: Learning with dependencies between several response variables. [Citation Graph (, )][DBLP]


  44. 3D Convolutional Neural Networks for Human Action Recognition. [Citation Graph (, )][DBLP]


  45. Improved Local Coordinate Coding using Local Tangents. [Citation Graph (, )][DBLP]


  46. Lazy Symbolic Evaluation and Its Path Constraints Solution. [Citation Graph (, )][DBLP]


  47. Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures. [Citation Graph (, )][DBLP]


  48. Style-consistency calligraphy synthesis system in digital library. [Citation Graph (, )][DBLP]


  49. Chinese calligraphy specific style rendering system. [Citation Graph (, )][DBLP]


  50. Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor. [Citation Graph (, )][DBLP]


  51. Gaussian Process Models for Link Analysis and Transfer Learning. [Citation Graph (, )][DBLP]


  52. Predictive Matrix-Variate t Models. [Citation Graph (, )][DBLP]


  53. Deep Learning with Kernel Regularization for Visual Recognition. [Citation Graph (, )][DBLP]


  54. Stochastic Relational Models for Large-scale Dyadic Data using MCMC. [Citation Graph (, )][DBLP]


  55. Skeleton-Based Recognition of Chinese Calligraphic Character Image. [Citation Graph (, )][DBLP]


  56. trNon-greedy active learning for text categorization using convex ansductive experimental design. [Citation Graph (, )][DBLP]


  57. Fast nonparametric matrix factorization for large-scale collaborative filtering. [Citation Graph (, )][DBLP]


  58. Learning multiple graphs for document recommendations. [Citation Graph (, )][DBLP]


  59. Fast Inference in Infinite Hidden Relational Models. [Citation Graph (, )][DBLP]


  60. Performance of large CDMA random access systems with retransmission diversity over fading channels. [Citation Graph (, )][DBLP]


  61. Combining MIMO and relaying gains for highly efficient wireless backhaul. [Citation Graph (, )][DBLP]


  62. k-Nearest Neighbor Monte-Carlo Control Algorithm for POMDP-Based Dialogue Systems. [Citation Graph (, )][DBLP]


  63. Surveillance Event Detection. [Citation Graph (, )][DBLP]


  64. Unsupervised discriminative adaptation using discriminative mapping transforms. [Citation Graph (, )][DBLP]


  65. Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis. [Citation Graph (, )][DBLP]


  66. Spoken language understanding from unaligned data using discriminative classification models. [Citation Graph (, )][DBLP]


  67. Toward a Categorical Link Grammar for Knowledge Piece Generation in Emergency Decision-Making Support. [Citation Graph (, )][DBLP]


  68. Relay-aided multiple antenna transmissions for wireless backhaul applications. [Citation Graph (, )][DBLP]


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