Dongmin Kim

Publications

• A Non-monotonic Method for Large-scale Non-negative Least Squares, D. Kim, S. Sra and I.S.Dhillon, 20th International Symposium on Mathematical Programming (ISMP 2009), under review at SIMAX, 2009.
• A New Non-monotonic Algorithm for PET Image Reconstruction, S. Sra, D. Kim, I.S.Dhillon, and B. Schölkopf, to appear in IEEE Medical Imaging Conference (MIC 2009), 2009.
• New Projected Quasi-Newton Approaches for Box-constrained Optimization, D. Kim, S. Sra and I.S.Dhillon, under review at SISC, 2009.
• Non-monotonic Poisson Likelihood Maximization, S. Sra, D.Kim and B. Schölkopf, Max Planck Institute for Biological Cybernetics TR # 170., 2008.
• Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem, D. Kim, S. Sra, and I. S. Dhillon, Invited paper in Statistical Analysis and Data Mining, vol. 1, no. 1, pp. 38--51, 2008.
• Fast Newton-type Methods for the Least Squares Nonnegative Matrix Approximation Problem, D. Kim, S. Sra, and I. S. Dhillon, Proceedings of the 2007 SIAM Data Mining Conference (Best of SIAM '07).
• Multiobjective Evolutionary Optimization of DNA Sequences for Reliable DNA Computing, S.-Y. Shin, I.-H. Lee, D. Kim, and B.-T. Zhang, IEEE Transactions on Evolutionary Computation, vol.9, no. 2, pp. 143--158, 2005. [pdf]
• Natural Language Parsing with Evolutionary Computation, D. Kim, S.-B. Park, and B.-T. Zhang, In Proceedings of KISS Spring Conference, vol.30, no. 1, pp. 419--421, 2003.
• NACST/Seq: A Sequence Design System with Multiobjective Optimization, D. Kim, S.-Y. Shin, I.-H. Lee, and B.-T. Zhang, Lecture Notes in Computer Sciences, vol.2568, pp. 242--251, 2003.
• Multiobjective Evolutionary Algorithm for DNA Sequence Design, D. Kim, S.-Y. Shin, and B.-T. Zhang, In Proceedings of KISS Spring Conference, vol.29, no.1, pp. 316--318, 2002.
• Evolutionary Sequence Generation for Reliable DNA Computing, S.-Y. Shin, D. Kim, I.-H. Lee, and B.-T. Zhang, In Proceedings of the 2002 Congress on Evolutionary Computation (CEC2002), vol.1, pp. 79--84, 2002.
• A DNA Sequence Generation System Based on Genetic Algorithm, D. Kim, Bronze Award in Samsung Human Tech Paper Contest, 2001.
• Effective Sequence Generation for Molecular Computing, D. Kim, S.-Y. Shin, and B.-T. Zhang, In Proceedings of KISS Fall Conference, vol.28, no.2, pp. 73--75, 2001.