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Journal Articles
- 2015
[j19]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): 107-129 (2015)- 2009
- [j18]Seung-Jean Kim, Kwangmoo Koh, Stephen P. Boyd, Dimitry M. Gorinevsky:
1 Trend Filtering. SIAM Rev. 51(2): 339-360 (2009) - [j17]Almir Mutapcic, Seung-Jean Kim:
Robust Signal Detection Under Model Uncertainty. IEEE Signal Process. Lett. 16(4): 287-290 (2009) - [j16]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): 1030-1043 (2009) - 2008
- [j15]Seung-Jean Kim, Stephen P. Boyd:
A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance. SIAM J. Optim. 19(3): 1344-1367 (2008) - [j14]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): 866-873 (2008) - [j13]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): 1539-1547 (2008) - 2007
- [j12]Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd:
An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression. J. Mach. Learn. Res. 8: 1519-1555 (2007) - [j11]Lin Xiao, Stephen P. Boyd, Seung-Jean Kim:
Distributed average consensus with least-mean-square deviation. J. Parallel Distributed Comput. 67(1): 33-46 (2007) - [j10]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): 606-617 (2007) - [j9]Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd:
Beamforming With Uncertain Weights. IEEE Signal Process. Lett. 14(5): 348-351 (2007) - 2005
- [j8]Stephen P. Boyd, Seung-Jean Kim, Dinesh Patil, Mark Horowitz:
Digital Circuit Optimization via Geometric Programming. Oper. Res. 53(6): 899-932 (2005) - [j7]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): 967-983 (2005) - 2004
- [j6]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): 1167-1171 (2004) - [j5]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): 555-563 (2004) - 2003
- [j4]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): 1407-1415 (2003) - 2001
- [j3]Seung-Jean Kim, In-Joong Ha:
A frequency-domain approach to identification of mechanical systems with friction. IEEE Trans. Autom. Control. 46(6): 888-893 (2001) - 1999
- [j2]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): 66-70 (1999) - [j1]Seung-Jean Kim, In-Joong Ha:
On the existence of Caratheodory solutions in mechanical systems with friction. IEEE Trans. Autom. Control. 44(11): 2086-2089 (1999)
Conference and Workshop Papers
- 2018
- [c16]Seung-Jean Kim, Johan Lim, Joong-Ho Won:
Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization. AISTATS 2018: 1495-1504 - 2009
- [c15]Jungsub Byun, Almir Mutapcic, Seung-Jean Kim, John M. Cioffi:
A Minimax Regret Approach to Robust Beamforming. VTC Fall 2009 - 2008
- [c14]Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd:
Learning the kernel via convex optimization. ICASSP 2008: 1997-2000 - 2007
- [c13]Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd:
A Method for Large-Scale l1-Regularized Logistic Regression. AAAI 2007: 565-571 - [c12]Seung-Jean Kim, Stephen P. Boyd:
A minimax theorem with applications to machine learning, signal processing, and finance. CDC 2007: 751-758 - [c11]Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd:
Robust Chebyshev FIR Equalization. GLOBECOM 2007: 3074-3079 - [c10]Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd:
An Efficient Method for Compressed Sensing. ICIP (3) 2007: 117-120 - 2006
- [c9]Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd:
Optimal kernel selection in Kernel Fisher discriminant analysis. ICML 2006: 465-472 - [c8]Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim:
Pareto optimal linear classification. ICML 2006: 473-480 - 2005
- [c7]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: 3955-3959 - [c6]Jisung Oh, Seung-Jean Kim, Ravi Narasimhan, John M. Cioffi:
Transmit power optimization for Gaussian vector broadcast channels. ICC 2005: 2712-2716 - [c5]Stephen P. Boyd, Seung-Jean Kim:
Geometric programming for circuit optimization. ISPD 2005: 44-46 - [c4]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: 676-681 - [c3]Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd:
Robust Fisher Discriminant Analysis. NIPS 2005: 659-666 - 2004
- [c2]Jisung Oh, Seung-Jean Kim, John M. Cioffi:
Optimum power allocation and control for OFDM in multiple access channels. VTC Fall (2) 2004: 774-778 - 2002
- [c1]Seung-Jean Kim, Dong-Soo Choi:
Time-optimal control of state-constrained second-order systems and an application to robotic manipulators. ACC 2002: 1478-1483
Informal and Other Publications
- 2006
- [i1]Young-Han Kim, Seung-Jean Kim:
On the Convexity of log det (I + K X^{-1}). CoRR abs/cs/0611043 (2006)
Coauthor Index
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