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 · 893 citations

Computing, Computer Science, Machine Learning +15

Multi-Task Learning for Classification with Dirichlet Process Priors

Ya Xue, Xuejun Liao, Lawrence Carin et al. · 2007 · 488 citations

Computing, Computer Science, Machine Learning +11

On Ranking in Survival Analysis: Bounds on the Concordance Index

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

Public Health, Biostatistics, Epidemiologic Methods +14

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

Computing, Computer Science, Data Science +17

Bayesian multiple instance learning

Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi et al. · 2008 · 137 citations

Computing, Computer Science, Data Mining +15