Gert Lanckriet
University of California, San Diego(US)
Publications by Year
Research Areas
Music and Audio Processing, Music Technology and Sound Studies, Video Analysis and Summarization, Sparse and Compressive Sensing Techniques, Speech and Audio Processing
Most-Cited Works
- → Multiple kernel learning, conic duality, and the SMO algorithm(2004)1,441 cited
- → A new approach to cross-modal multimedia retrieval(2010)1,381 cited
- → A statistical framework for genomic data fusion(2004)675 cited
- → A Direct Formulation for Sparse PCA Using Semidefinite Programming(2007)671 cited
- → Financial time series prediction using least squares support vector machines within the evidence framework(2001)499 cited
- → Semantic Annotation and Retrieval of Music and Sound Effects(2008)486 cited
- → Hilbert Space Embeddings and Metrics on Probability Measures(2010)482 cited
- → On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval(2013)444 cited
- On the Convergence of the Concave-Convex Procedure(2009)
- → Learning the Kernel Matrix with Semi-Definite Programming(2002)387 cited