Seung-Jean Kim

Publication Activity (10 Years)

Years Active: 1999-2018
Publications (10 Years): 2

Top Topics

Convex Optimization

Contingency Tables

Regression Model

Marginal Distributions

Top Venues

Publications

Seung-Jean Kim, Johan Lim, Joong-Ho Won
Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization. AISTATS (2018)
Xinlei Wang, Johan Lim, Seung-Jean Kim, Kyu S. Hahn
Estimating cell probabilities in contingency tables with constraints on marginals/conditionals by geometric programming with applications. Comput. Stat. 30 (1) (2015)
Dimitry M. Gorinevsky, Seung-Jean Kim, Shawn Beard, Stephen P. Boyd, Grant Gordon
Optimal Estimation of Deterioration From Diagnostic Image Sequence. IEEE Trans. Signal Process. 57 (3) (2009)
Seung-Jean Kim, Kwangmoo Koh, Stephen P. Boyd, Dimitry M. Gorinevsky
Trend Filtering. SIAM Rev. 51 (2) (2009)
Jungsub Byun, Almir Mutapcic, Seung-Jean Kim, John M. Cioffi
A Minimax Regret Approach to Robust Beamforming. VTC Fall (2009)
Almir Mutapcic, Seung-Jean Kim
Robust Signal Detection Under Model Uncertainty. IEEE Signal Process. Lett. 16 (4) (2009)
Seung-Jean Kim, Stephen P. Boyd
A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance. SIAM J. Optim. 19 (3) (2008)
Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo
Robust Beamforming via Worst-Case SINR Maximization. IEEE Trans. Signal Process. 56 (4) (2008)
Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd
Learning the kernel via convex optimization. ICASSP (2008)
Michael Lustig, Seung-Jean Kim, John M. Pauly
A Fast Method for Designing Time-Optimal Gradient Waveforms for Arbitrary k-Space Trajectories. IEEE Trans. Medical Imaging 27 (6) (2008)
Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd
Robust Chebyshev FIR Equalization. GLOBECOM (2007)
Lin Xiao, Stephen P. Boyd, Seung-Jean Kim
Distributed average consensus with least-mean-square deviation. J. Parallel Distributed Comput. 67 (1) (2007)
Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd
A Method for Large-Scale l1-Regularized Logistic Regression. AAAI (2007)
Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd
-Regularized Logistic Regression. J. Mach. Learn. Res. 8 (2007)
Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd
Beamforming With Uncertain Weights. IEEE Signal Process. Lett. 14 (5) (2007)
Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd, Dimitry Gorinevsky
An Interior-Point Method for Large-Scale $\ell_1$-Regularized Least Squares. J. Sel. Topics Signal Processing 1 (4) (2007)
Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd
An Efficient Method for Compressed Sensing. ICIP (3) (2007)
Seung-Jean Kim, Stephen P. Boyd
A minimax theorem with applications to machine learning, signal processing, and finance. CDC (2007)
Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim
Pareto optimal linear classification. ICML (2006)
Young-Han Kim, Seung-Jean Kim
On the Convexity of log det (I + K X^{-1}) CoRR (2006)
Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
Optimal kernel selection in Kernel Fisher discriminant analysis. ICML (2006)
Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
Robust Fisher Discriminant Analysis. NIPS (2005)
Jisung Oh, Seung-Jean Kim, Ravi Narasimhan, John M. Cioffi
Transmit power optimization for Gaussian vector broadcast channels. ICC (2005)
Stephen P. Boyd, Seung-Jean Kim, Dinesh Patil, Mark Horowitz
Digital Circuit Optimization via Geometric Programming. Oper. Res. 53 (6) (2005)
Seung-Jean Kim, Dong-Soo Choi, In-Joong Ha
A comparison principle for state-constrained differential inequalities and its application to time-optimal control. IEEE Trans. Autom. Control. 50 (7) (2005)
Kan-Lin Hsiung, Seung-Jean Kim, Stephen P. Boyd
Power control in lognormal fading wireless channels with uptime probability specifications via robust geometric programming. ACC (2005)
Dinesh Patil, Sunghee Yun, Seung-Jean Kim, Alvin Cheung, Mark Horowitz, Stephen P. Boyd
A New Method for Design of Robust Digital Circuits. ISQED (2005)
Stephen P. Boyd, Seung-Jean Kim
Geometric programming for circuit optimization. ISPD (2005)
Jisung Oh, Seung-Jean Kim, John M. Cioffi
Optimum power allocation and control for OFDM in multiple access channels. VTC Fall (2) (2004)
Seung-Jean Kim, Sung-Yeol Kim, In-Joong Ha
An efficient identification method for friction in single-DOF motion control systems. IEEE Trans. Control. Syst. Technol. 12 (4) (2004)
Seung-Jean Kim, In-Joong Ha
Existence of Carathe'odory solutions in nonlinear systems with discontinuous switching feedback controllers. IEEE Trans. Autom. Control. 49 (7) (2004)
Dong-Soo Choi, Seung-Jean Kim, In-Joong Ha
A phase-plane approach to time-optimal control of single-DOF mechanical systems with friction. Autom. 39 (8) (2003)
Seung-Jean Kim, Dong-Soo Choi
Time-optimal control of state-constrained second-order systems and an application to robotic manipulators. ACC (2002)
Seung-Jean Kim, In-Joong Ha
A frequency-domain approach to identification of mechanical systems with friction. IEEE Trans. Autom. Control. 46 (6) (2001)
Seung-Jean Kim, In-Joong Ha
On the existence of Caratheodory solutions in mechanical systems with friction. IEEE Trans. Autom. Control. 44 (11) (1999)
Seung-Jean Kim, In-Joong Ha
A state-space approach to analysis of almost periodic nonlinear systems with sector nonlinearities. IEEE Trans. Autom. Control. 44 (1) (1999)