Theses most similar to Simulation-based approximate solution of large-scale linear least squares problems and applications (Wang, Mengdi; 2010) read it

Learning with matrix factorizations

Srebro, Nathan, 1974- (2004)

  • Advisor: Jaakkola, Tommi S. (Tommi Sakari)
  • Department of Electrical Engineering and Computer Science
Read it

Essays on economic theory

Weinstein, Jonathan (2005)

  • Advisors: Glenn D. Ellison; Muhamet Yildiz
  • Department of Economics
Read it

Robust, risk-sensitive, and data-driven control of Markov Decision Processes

Le Tallec, Yann (2007)

  • Advisors: D. Simeste; J.N. Tsitsiklis
  • Operations Research Center
Read it

Sampling-based algorithms for dimension reduction

Deshpande, Amit Jayant (2007)

  • Advisors: Daniel A. Spielman; Santosh Vempala
  • Department of Mathematics
Read it

Modeling and estimation in Gaussian graphical models : maximum-entropy methods and walk-sum analysis

Chandrasekaran, Venkat (2007)

  • Advisor: Alan S. Willsky
  • Department of Electrical Engineering and Computer Science
Read it

Essays on set estimation and inference with moment inequalities

Menzel, Konra (2009)

  • Advisors: Newey, Whitney K; Victor Chernozhukov
  • Department of Economics
Read it

The value of information in shortest path optimization/

Rinehart, Michael David (2010)

  • Advisor: Munther A. Dahleh
  • Department of Electrical Engineering and Computer Science
Read it

Mechanism design : a new algorithmic framework

Cai, Yan (2013)

  • Advisor: Constantinos Daskalakis
  • Department of Electrical Engineering and Computer Science
Read it

High-dimensional econometrics and model selection

Luo, Ye (2015)

  • Advisors: Jerry A. Hausman; Victor Chernozhukov
  • Department of Economics
Read it

Continuous low-rank tensor decompositions, with applications to stochastic optimal control and data assimilation

Gorodetsky, Alex Arkady (2017)

  • Advisors: Marzouk, Youssef M. (Youssef Mohamed); Sertac Karaman
  • Department of Aeronautics and Astronautics
Read it