Journal Publications
M. Wang and D. P. Bertsekas, " A Unified Framework of Random Incremental
Methods for Large-Scale Convex Optimization ," In preparation.
M. Wang and D. P. Bertsekas, "Incremental Constraint Projection Methods for
Variational Inequalities," Lab. for Information and Decision Systems Report
LIDS-P-2898, MIT, December 2012; Submitted.
M. Wang and D. P. Bertsekas, "Stabilization of Stochastic Iterative Methods
for Singular and Nearly Singular Linear Systems," Lab. for Information and
Decision Systems Report LIDS-P-2878, MIT, December 2011 (revised March 2012)
; to appear in Math. of Operations Research; related poster presentation .
M. Wang and D. P. Bertsekas, "Convergence of Iterative Simulation-Based
Methods for Singular Linear Systems," Lab. for Information and Decision
Systems Report LIDS-P-2879, MIT, December 2011 (revised April 2012);
submitted.
Conferences and Other Publications
N. Polydorides, M. Wang, and D. P. Bertsekas, "A Quasi Monte Carlo Method
for Large-Scale Inverse Problems," Monte Carlo and Quasi-Monte Carlo Methods
2010, pp. 623-637, Springer Proc. in Mathematics and Statistics, 2010.
M. Wang, "Approximate Solution of Large-scale Linear Least Squares Problems
and Applications," M.S. Thesis, MIT, 2010; related poster presentation.
M. Wang, N. Polydorides, and D. P. Bertsekas, "Approximate Simulation-Based
Solution of Large-Scale Least Squares Problems ," Lab. for Information and
Decision Systems Report LIDS-P-2819, MIT, September 2009.
