Shipeng Yu

Gerardo Hermosillo Valadez

Linda H. Zhao

Charles Florin

Luca Bogoni

Linda Moy

J. Mach. Learn. Res., 2010

Designing efficient cascaded classifiers: tradeoff between accuracy and cost.

[BibT_eX]

[DOI]

Vikas C. Raykar

Balaji Krishnapuram

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Mixture model label propagation.

[BibT_eX]

[DOI]

Mingmin Chi

Xisheng He

Gerardo Hermosillo Valadez

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Active Sensing.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Multiclass Probabilistic Kernel Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Supervised learning from multiple experts: whom to trust when everyone lies a bit.

[BibT_eX]

[DOI]

Luca Bogoni

Linda Moy

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Hierarchical Bayesian Models for Collaborative Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

An Improved Multi-task Learning Approach with Applications in Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Privacy-preserving cox regression for survival analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Extracting shared subspace for multi-label classification.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Large Scale Diagnostic Code Classification for Medical Patient Records.

[BibT_eX]

[DOI]

Lucian Vlad Lita

Radu Stefan Niculescu

Jinbo Bi

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

2007

Bayesian Co-Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Fast Inference in Infinite Hidden Relational Models.

[BibT_eX]

[DOI]

Proceedings of the Mining and Learning with Graphs, 2007

Automatic medical coding of patient records via weighted ridge regression.

[BibT_eX]

[DOI]

Radu Stefan Niculescu

R. Bharat Rao

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Robust multi-task learning with <i>t</i>-processes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Local learning projections.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

2006

Advanced probabilistic models for clustering and projection.

[BibT_eX]

[DOI]

PhD thesis, 2006

Multi-Output Regularized Feature Projection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Stochastic Relational Models for Discriminative Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Supervised probabilistic principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Collaborative ordinal regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Multi-label informed latent semantic indexing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A Probabilistic Clustering-Projection Model for Discrete Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Soft Clustering on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Dirichlet enhanced relational learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2005

Hierarchy-Regularized Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Multi-Output Regularized Projection.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

A nonparametric hierarchical bayesian framework for information filtering.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Block-based web search.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Dirichlet Enhanced Latent Semantic Analysis.

[BibT_eX]

Proceedings of the LWA 2004: Lernen - Wissensentdeckung - Adaptivität, Berlin, 4., 2004

2003

Improving pseudo-relevance feedback in web information retrieval using web page segmentation.

[BibT_eX]

[DOI]