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Mathematical Programming, ISSN 0025-5610, 2019, p. 1
The purpose of this manuscript is to derive new convergence results for several subgradient methods applied to minimizing nonsmooth convex functions with... 
Decay rate | Nonlinear programming | Convergence
Journal Article
Optimization Letters, ISSN 1862-4472, 11/2019
Journal Article
SIAM JOURNAL ON OPTIMIZATION, ISSN 1052-6234, 2019, Volume 29, Issue 3, pp. 1931 - 1957
Projective splitting is a family of methods for solving inclusions involving sums of maximal monotone operators. First introduced by Eckstein and Svaiter in... 
MATHEMATICS, APPLIED | proximal algorithms | MONOTONE | ALGORITHM | splitting algorithms | EXTRAGRADIENT METHOD | convergence rates | SUM
Journal Article
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 03/2017, pp. 4716 - 4720
We study the convergence properties of a general inertial first-order proximal splitting algorithm for solving nonconvex nonsmooth optimization problems. Using... 
Algorithm design and analysis | first-order methods | Linear programming | Inertial forward-backward splitting | Convex functions | 1/f noise | Mathematical model | Kurdyka-Łojaziewicz Inequality | heavy-ball method | convergence rate | Optimization | Convergence
Conference Proceeding
Computational Optimization and Applications, ISSN 0926-6003, 06/2017, Volume 67, Issue 2, pp. 259 - 292
Journal Article
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 04/2015, Volume 2015-, pp. 3566 - 3570
A fast, low-complexity, algorithm for solving the ℓ 1 -regularized least-squares problem is devised and analyzed. Our algorithm, which we call the Inertial... 
Deconvolution | gradient descent with momentum | heavy ball method | compressed sensing | Thumb | Iron | Inertial forward-backward proximal splitting | Sensors | Convergence | deconvolution
Conference Proceeding
02/2019
This work describes a new variant of projective splitting for monotone inclusions, in which cocoercive operators can be processed with a single forward step... 
Journal Article
09/2018
A recent innovation in projective splitting algorithms for monotone operator inclusions has been the development of a procedure using two forward steps instead... 
Journal Article
06/2018
Projective splitting is a family of methods for solving inclusions involving sums of maximal monotone operators. First introduced by Eckstein and Svaiter in... 
Journal Article
CLINICAL INFECTIOUS DISEASES, ISSN 1058-4838, 10/2019, Volume 69, Issue Supplement_4, pp. S333 - S341
Mortality surveillance and cause of death data are instrumental in improving health, identifying diseases and conditions that cause a high burden of... 
INFECTIOUS DISEASES | data management | MICROBIOLOGY | cause of death | mortality review | IMMUNOLOGY | vital records | ENGLAND | CHAMPS | HIGH-INCOME COUNTRIES | Mortalitat infantil | Infants | Infant mortality | Children | Supplement
Journal Article
03/2018
This work is concerned with the classical problem of finding a zero of a sum of maximal monotone operators. For the projective splitting framework recently... 
Journal Article
04/2017
The purpose of this manuscript is to derive new convergence results for several subgradient methods applied to minimizing nonsmooth convex functions with... 
Journal Article
09/2016
We study the convergence properties of a general inertial first-order proximal splitting algorithm for solving nonconvex nonsmooth optimization problems. Using... 
Mathematics - Optimization and Control
Journal Article
02/2015
A problem of great interest in optimization is to minimize a sum of two closed, proper, and convex functions where one is smooth and the other has a... 
Journal Article
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 04/2015, pp. 3566 - 3570
A fast, low-complexity, algorithm for solving the [ell] sub(1)-regularized least-squares problem is devised and analyzed. Our algorithm, which we call the... 
Algorithms | Conferences | Computation | Least squares method | Inertia | Inertial | Iterative methods | Convergence
Journal Article
02/2016
This paper is concerned with convex composite minimization problems in a Hilbert space. In these problems, the objective is the sum of two closed, proper, and... 
Journal Article
IEEE International Symposium on Information Theory - Proceedings, ISSN 2157-8095, 09/2015, Volume 2015-, pp. 779 - 783
Exact asymptotics are derived for composite hypothesis testing between two product probability measures P super(n) vs Q super(n), subject to a type-I... 
Quantiles | Divergence | Approximation | Asymptotic properties | Mathematical analysis | Constants | Deviation | Information theory
Conference Proceeding
06/2019
An optical method of measuring motion employs a phase grating that produces a diffraction pattern responsive to light from an imaged scene. First and second... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | OPTICAL ELEMENTS, SYSTEMS, OR APPARATUS | COMPUTING | COUNTING | PHYSICS | OPTICS | CALCULATING
Patent
01/2019
An optical method of measuring motion employs a phase grating that produces a diffraction pattern responsive to light from an imaged scene. First and second... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | OPTICAL ELEMENTS, SYSTEMS, OR APPARATUS | PRESENTATION OF DATA | HANDLING RECORD CARRIERS | COMPUTING | COUNTING | PHYSICS | OPTICS | CALCULATING | RECORD CARRIERS | RECOGNITION OF DATA
Patent
03/2017
Computational diffractive imagers employ special optical phase gratings integrated with photodetector matrices. Such imagers do not require a lens, and so can... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | OPTICAL ELEMENTS, SYSTEMS, OR APPARATUS | COMPUTING | COUNTING | PHYSICS | OPTICS | CALCULATING
Patent
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