Learning with constrained and unlabelled data
暂无分享,去创建一个
[1] Raymond J. Mooney,et al. A probabilistic framework for semi-supervised clustering , 2004, KDD.
[2] Raymond J. Mooney,et al. Integrating constraints and metric learning in semi-supervised clustering , 2004, ICML.
[3] Arindam Banerjee,et al. Active Semi-Supervision for Pairwise Constrained Clustering , 2004, SDM.
[4] E. Jaynes. Information Theory and Statistical Mechanics , 1957 .
[5] Geoffrey J. McLachlan,et al. Mixture models : inference and applications to clustering , 1989 .
[6] Dan Klein,et al. From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering , 2002, ICML.
[7] Zhengdong Lu,et al. Semi-supervised Learning with Penalized Probabilistic Clustering , 2004, NIPS.
[8] Claire Cardie,et al. Clustering with Instance-Level Constraints , 2000, AAAI/IAAI.
[9] Anil K. Jain,et al. Clustering with Soft and Group Constraints , 2004, SSPR/SPR.
[10] Dan Klein,et al. Spectral Learning , 2003, IJCAI.
[11] Inderjit S. Dhillon,et al. Clustering with Bregman Divergences , 2005, J. Mach. Learn. Res..
[12] Jianbo Shi,et al. Segmentation given partial grouping constraints , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[13] Joachim M. Buhmann,et al. Optimal Cluster Preserving Embedding of Nonmetric Proximity Data , 2003, IEEE Trans. Pattern Anal. Mach. Intell..
[14] Tomer Hertz,et al. Computing Gaussian Mixture Models with EM Using Equivalence Constraints , 2003, NIPS.
[15] Thomas Hofmann,et al. Statistical Models for Co-occurrence Data , 1998 .
[16] Geoffrey C. Fox,et al. Vector Quantization by Deterministic , 1992 .
[17] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[18] A. Martínez,et al. The AR face databasae , 1998 .
[19] Anil K. Jain,et al. Model-based Clustering With Probabilistic Constraints , 2005, SDM.
[20] Anil K. Jain,et al. Ethnicity identification from face images , 2004, SPIE Defense + Commercial Sensing.
[21] Aleix M. Martinez,et al. The AR face database , 1998 .
[22] Ieee Xplore,et al. IEEE Transactions on Pattern Analysis and Machine Intelligence Information for Authors , 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[23] Geoffrey C. Fox,et al. Vector quantization by deterministic annealing , 1992, IEEE Trans. Inf. Theory.
[24] Claire Cardie,et al. Constrained K-means Clustering with Background Knowledge , 2001, ICML.
[25] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.