Gert Lanckriet

Multiple kernel learning, conic duality, and the SMO algorithm

Francis Bach, Gert Lanckriet, Michael I. Jordan · 2004 · 1.4K citations

Mathematical Programming, Conic Optimization, Multiple Kernels +15

A new approach to cross-modal multimedia retrieval

Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello et al. · 2010 · 1.4K citations

Cross-modal Multimedia Retrieval, Engineering, Image Retrieval +16

A statistical framework for genomic data fusion

Gert Lanckriet, Tijl De Bie, Nello Cristianini et al. · Bioinformatics · 2004 · 674 citations · Full text

A Direct Formulation for Sparse PCA Using Semidefinite Programming

Alexandre d’Aspremont, Laurent El Ghaoui, Michael I. Jordan et al. · SIAM Review · 2007 · 669 citations

Mathematical Programming, Numerical Analysis, Spectral Theory +14

Financial time series prediction using least squares support vector machines within the evidence framework

Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens et al. · IEEE Transactions on Neural Networks · 2001 · 499 citations

Intelligent Forecasting, Volatility Modeling, Support Vector Machine +15