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Mathematical Programming, ISSN 0025-5610, 09/2019, pp. 1 - 40
We present a numerical method for approximating the solution of convex integer programs stemming from optimal experimental design. The statistical setup... 
Integers | Error analysis | Numerical methods | Covariance matrix | Surveying | Rounding | Matrix methods | Optimization | Integer programming | Lower bounds | Inverse problems | Covariance | Discretization | Placement | Mathematical analysis | Upper bounds | Integral equations | Design of experiments
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 11/2017, Volume 24, Issue 11, pp. 1696 - 1700
A systematic method for bandwidth parameter selection is desired for Thomson multitaper spectrum estimation. We give a method for determining the optimal... 
Systematics | spectrum analysis | Cepstrum | Bandwidth | Taylor series | Frequency estimation | Splines (mathematics) | multitaper | Spectral analysis | cepstrum | MATHEMATICS AND COMPUTING | Multitaper | Spectrum Analysis
Journal Article
Computational Optimization and Applications, ISSN 0926-6003, 10/2010, Volume 47, Issue 2, pp. 207 - 235
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 04/2019, Volume 29, Issue 2
We present a structured quasi-Newton algorithm for unconstrained optimization problems that have unavailable second-order derivatives or Hessian terms. We... 
MATHEMATICS AND COMPUTING | secant approximation | structured quasi-Newton | incomplete Hessian | BFGS
Journal Article
Vietnam Journal of Mathematics, ISSN 2305-221X, 11/2019
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2012, Volume 34, Issue 1, pp. A240 - A262
Journal Article
International Journal for Numerical Methods in Engineering, ISSN 0029-5981, 08/2013, Volume 95, Issue 7, pp. 541 - 561
Journal Article
IEEE Transactions on Circuits and Systems I: Regular Papers, ISSN 1549-8328, 05/2017, Volume 64, Issue 5, pp. 1247 - 1259
Journal Article
SIAM Journal on Control and Optimization, ISSN 0363-0129, 2010, Volume 48, Issue 8, pp. 5444 - 5467
Journal Article
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2006, Volume 16, Issue 1, pp. 120 - 145
We prove that any accumulation point of an elastic mode approach, that approximately solves the relaxed subproblems, is a C-stationary point of the problem of... 
Global convergence | Nonlinear programming | Complementarity constraints | MPCC | Obstacle problem | MATHEMATICS, APPLIED | obstacle problem | nonlinear programming | global convergence | complementarity constraints | ALGORITHM | POINT
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2014, Volume 36, Issue 1, pp. A289 - A309
The Matern family of functions is a widely used covariance kernel in spatial statistics for Gaussian process modeling, which in many instances requires... 
Gaussian process | Fast summation | Tree code | Matérn kernel | MULTIPOLE ALGORITHM | MATHEMATICS, APPLIED | fast summation | APPROXIMATION | MATRICES | tree code | INTEGRAL-EQUATIONS | Matern kernel | 3 DIMENSIONS | SOLVER | CARTESIAN TREECODE | Trees | Kernels | Algorithms | Nonuniform | Anisotropy | Mathematical analysis | Mathematical models | Statistics
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 01/2020, pp. 1 - 13
Journal of Computational and Graphical Statistics, 01 Nov 2019 Maximum likelihood estimation of mixture proportions has a long history, and continues to play... 
Journal Article
Operations Research Letters, ISSN 0167-6377, 07/2019, Volume 47, Issue 4, pp. 294 - 299
We present a distributionally robust formulation of a stochastic optimization problem for non-i.i.d vector autoregressive data. We use the Wasserstein distance... 
Wasserstein distance | Saddle point problem | Distributionally robust optimization | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | Computer science
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2018, Volume 28, Issue 3, pp. 2541 - 2573
In this work, we investigate a temporal decomposition approach to long-horizon dynamic optimization problems. The problems are discrete-time, linear, time... 
Controllability | Sensitivity analysis | Optimal control | Temporal decomposition | MATHEMATICS, APPLIED | controllability | sensitivity analysis | APPROXIMATIONS | temporal decomposition | optimal control | SYSTEMS
Journal Article
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