Kim, Seung-Jean

6 publications

AISTATS 2018 Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization Seung-Jean Kim, Johan Lim, Joong-Ho Won

AAAI 2007 A Method for Large-Scale L1-Regularized Logistic Regression Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd

JMLR 2007 An Interior-Point Method for Large-Scale L1-Regularized Logistic Regression Kwangmoo Koh, Seung-Jean Kim, Stephen Boyd

ICML 2006 Optimal Kernel Selection in Kernel Fisher Discriminant Analysis Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd

ICML 2006 Pareto Optimal Linear Classification Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim

NeurIPS 2005 Robust Fisher Discriminant Analysis Seung-jean Kim, Alessandro Magnani, Stephen Boyd