Balaji Krishnapuram

Sparse multinomial logistic regression: fast algorithms and generalization bounds

Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 886 citations

Engineering, Machine Learning, Basis Functions +17

Multi-Task Learning for Classification with Dirichlet Process Priors

Ya Xue, Xuejun Liao, Lawrence Carin et al. · 2007 · 487 citations

Amtl Formulation, Engineering, Machine Learning +19

On Ranking in Survival Analysis: Bounds on the Concordance Index

Harald Steck, Balaji Krishnapuram, Cary Oberije et al. · 2007 · 176 citations

Index System, Ranking Algorithm, Prognosis +9

A Bayesian approach to joint feature selection and classifier design

Balaji Krishnapuram, A.J. Harternink, Lawrence Carin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 164 citations

Engineering, Machine Learning, Joint Feature Selection +22

Bayesian multiple instance learning

Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi et al. · 2008 · 136 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +19