105 citations
- Los Alamos National LaboratoryUS2 papers
- University of Southern CaliforniaUS2 papers
- Concordia UniversityCA1 paper
- Institute of MathematicsPL1 paper
- Lawrence Livermore National LaboratoryUS1 paper
- Microsoft (United States)US1 paper
- New Mexico ConsortiumUS1 paper
- Numerical Method (China)CN1 paper
- Qualcomm (United States)US1 paper
- Stanford UniversityUS1 paper
- The University of Texas at DallasUS1 paper
- University of California, IrvineUS1 paper
9 papers
Proximal algorithms for large-scale statistical modeling and sensor/actuator selection
Armin Zare, Hesameddin Mohammadi, Neil K. Dhingra +2
Several problems in modeling and control of stochastically-driven dynamical systems can be cast as regularized semi-definite programs. We examine two such representative problems a…
Are Multiagent Systems Resilient to Communication Failures?
Philip N. Brown, Holly P. Borowski, Jason R. Marden
A challenge in multiagent control systems is to ensure that they are appropriately resilient to communication failures between the various agents. In many common game-theoretic for…
The proximal augmented Lagrangian method for nonsmooth composite optimization
Neil K. Dhingra, Sei Zhen Khong, Mihailo R. Jovanović
We study a class of optimization problems in which the objective function is given by the sum of a differentiable but possibly nonconvex component and a nondifferentiable convex re…
Robust Hypothesis Tests for Detecting Statistical Evidence of 2D and 3D Interactions in Single-Molecule Measurements
Christopher P. Calderon, Lucien E. Weiss, W. E. Moerner
A variety of experimental techniques have improved the 2D and 3D spatial resolution that can be extracted from \emph{in vivo} single-molecule measurements. This enables researchers…
Local, Smooth, and Consistent Jacobi Set Simplification
Harsh Bhatia, Bei Wang, Gregory Norgard +2
The relation between two Morse functions defined on a common domain can be studied in terms of their Jacobi set. The Jacobi set contains points in the domain where the gradients of…
Correcting for Bias of Molecular Confinement Parameters Induced by Small Time Series Sample Sizes in Single-Molecule Trajectories Containing Measurement Noise
Christopher P. Calderon
Several single-molecule studies aim to reliably extract parameters characterizing molecular confinement or transient kinetic trapping from experimental observations. Pioneering wor…