Works Published in 2016
Displaying works 1 - 20 of 201 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2016 journal article
On a near optimal sampling strategy for least squares polynomial regression
Journal of Computational Physics, 326, 931–946.
TL;DR:
A sampling strategy of least squares polynomial regression that first choose samples from the pluripotential equilibrium measure and then re-order the samples by the quasi-optimal algorithm is presented.
(via Semantic Scholar)
Source: ORCID
Added: January 24, 2024
2016 journal article
Nonadaptive Quasi-Optimal Points Selection for Least Squares Linear Regression
SIAM Journal on Scientific Computing, 38(1), A385–A411.
TL;DR:
This paper presents a quasi-optimal sample set for ordinary least squares (OLS) regression, and presents its efficient implementation via a greedy algorithm, along with several numerical examples to demonstrate its efficacy.
(via Semantic Scholar)
Source: ORCID
Added: January 24, 2024
2016 journal article
Correcting Data Corruption Errors for Multivariate Function Approximation
SIAM Journal on Scientific Computing, 38(4), A2492–A2511.
TL;DR:
This work proves that the sparse corruption errors can be effectively eliminated by using $\ell_1$-minimization, also known as the least absolute deviations method, and establishes probabilistic error bounds of the $\ell-1- minimization solution with the corrupted data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: ORCID
Added: January 24, 2024
2016 journal article
Parallel hierarchical solver for elliptic partial differential equations
CCR, 3.
Source: ORCID
Added: November 1, 2023
2016 conference paper
The Inverse Fast Multipole Method as an Efficient Preconditioner for Dense Linear Systems
Conference on Parallel Processing for Scientific Computing, Date: 2016/04/12-2016/04/15, Location: Paris, France.
Source: ORCID
Added: November 1, 2023
2016 report
Numerical Methods for Gradient Dynamics
[Preprint].
Source: NC State University Libraries
Added: September 30, 2023
2016 report
A Comment on the best rank-1 approximation of a symmetric tensor
[Preprint].
Source: NC State University Libraries
Added: September 30, 2023
2016 report
On the adjoint of tensors
[Preprint].
Source: NC State University Libraries
Added: September 30, 2023
2016 report
On the dynamics of maximin flows
[Preprint].
Source: NC State University Libraries
Added: September 30, 2023
2016 journal article
PAIRS TRADING OF TWO ASSETS WITH UNCERTAINTY IN CO-INTEGRATION'S LEVEL OF MEAN REVERSION
International Journal of Theoretical and Applied Finance, 19(08), 1650054.
author keywords: Pairs trading; co-integration; Kalman filter; partial information; stochastic control
Sources: ORCID, Crossref, NC State University Libraries
Added: January 13, 2023
2016 journal article
Analysis of VIX Markets with a Time-Spread Portfolio
Applied Mathematical Finance, 23(5), 374–408.
Sources: ORCID, Crossref, NC State University Libraries
Added: January 13, 2023
2016 conference paper
Real-Time Stabilization of a Single Inverted Pendulum Using a Power Series Based Controller
In G.-C. Yang, S.-I. Ao, X. Huang, & O. Castillo (Eds.), Transactions on engineering technologies : International MultiConference of Engineers and Computer Scientists 2015 (pp. 1–14). Singapore: Springer.
Ed(s): G. Yang, S. Ao, X. Huang & O. Castillo
Event: International MultiConference of Engineers and Computer Scientists at Hong Kong on March 18-20, 2015
Source: NC State University Libraries
Added: October 31, 2020
2016 conference paper
Swing-up of an Inverted Pendulum on a Cart Using a Modified Energy Based Approach
International MultiConference of Engineers and Computer Scientists : IMECS 2016 : 16-18 March, 2016, the Royal Garden Hotel, Kowloon, Hong Kong, I, 185–190. Hong Kong: Newswood Limited, International Association of Engineers.
Event: International MultiConference of Engineers and Computer Scientists : IMECS 2016 at Royal Garden Hotel, Kowloon, Hong Kong on March 16-18, 2016
Source: NC State University Libraries
Added: October 31, 2020
2016 journal article
Free Boundary Fluid-Elasticity Interactions: Adjoint Sensitivity Analysis
New Trends in Differential Equations, Control Theory and Optimization.
Source: ORCID
Added: September 18, 2020
2016 conference paper
Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration
Proceedings of the European Signal Processing Conference. Presented at the Proceedings of the European Signal Processing Conference, Budapest, Hungary.
Event: Proceedings of the European Signal Processing Conference at Budapest, Hungary on August 29 - September 2, 2016
TL;DR:
A stochastic version of the forward-backward algorithm for minimizing the sum of two convex functions, one of which is not necessarily smooth, which is proposed and established under relatively mild assumptions.
(via Semantic Scholar)
arxiv.org (repository)
Sources: NC State University Libraries, NC State University Libraries
Added: September 8, 2020
2016 journal article
On the Burgers–Poisson equation
Journal of Differential Equations, 261(6), 3220–3246.
Contributors: K. Grunert * & K. Nguyen *
author keywords: Burgers-Poisson equation; Existence; Uniqueness; Blow-up
Sources: ORCID, Crossref, NC State University Libraries
Added: April 22, 2020
2016 journal article
Quantitative Compactness Estimates for Hamilton–Jacobi Equations
Archive for Rational Mechanics and Analysis, 219(2), 793–828.
Contributors: F. Ancona*, P. Cannarsa * & K. Nguyen *
UN Sustainable Development Goal Categories
15. Life on Land
(OpenAlex)
Source: ORCID
Added: April 22, 2020
2016 journal article
Coupled heterogeneities and their impact on parasite transmission and control
Trends in Parasitology, 32(5), 356–367.
Source: ORCID
Added: April 8, 2020
2016 chapter
Modelling Pesticide Treatment Effects on Lygus hesperus in Cotton Fields
In IFIP Advances in Information and Communication Technology (pp. 95–106).
TL;DR:
This work addresses the question of whether data, as it is currently collected, can support time-dependent parameter estimates andfitting models to field data, and considers model selection for an appropriate mathematical model and corresponding statistical models.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(OpenAlex)
Source: Crossref
Added: February 24, 2020
2016 chapter
Causality-Guided Feature Selection
In Advanced Data Mining and Applications (pp. 391–405).
TL;DR:
This work proposes a causality-guided feature selection methodology that identifies factors having a potential cause-effect relationship in complex systems, and selects features by clustering them based on their causal strength with respect to the response, and validate the proposed methodology for predicting response in five real-world datasets.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Source: Crossref
Added: February 24, 2020
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