Publications associées à A state-space approach to adaptive RLS filtering

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A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

Afsaneh Asaei, Mohammadjavad Taghizadeh, Saeid Haghighatshoar

In this paper, we prove a new identity for the least-square solution of an over-determined set of linear equation

Ax=b

, where

A

is an

m\times n

full-rank matrix,

b

is a column-vector of dimension

m

, and

m

(the number of equations) is larger tha ...

2015

A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

Afsaneh Asaei, Mohammadjavad Taghizadeh, Saeid Haghighatshoar

In this paper, we prove a new identity for the least-square solution of an over-determined set of linear equation

Ax=b

, where

A

is an

m\times n

full-rank matrix,

b

is a column-vector of dimension

m

, and

m

(the number of equations) is larger tha ...

Idiap2015

A state-space approach to adaptive RLS filtering

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Fast hierarchical solvers for symmetric eigenvalue problems

Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces

MATHICSE Technical Report : Fast QR decomposition of HODLR matrices

Smoothing Alternating Direction Methods for Fully Nonsmooth Constrained Convex Optimization

ALS Scheme using Extent-based Constraints for the Analysis of Chemical Reaction Systems

A block algorithm for computing antitriangular factorizations of symmetric matrices

A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

Discrete least squares polynomial approximation with random evaluations − application to parametric and stochastic elliptic PDEs

MATHICSE Technical Report : Discrete least squares polynomial approximation with random evaluations – application to parametric and stochastic elliptic PDES

Fast hierarchical solvers for symmetric eigenvalue problems

ALS Scheme using Extent-based Constraints for the Analysis of Chemical Reaction Systems

MATHICSE Technical Report : Fast QR decomposition of HODLR matrices

Smoothing Alternating Direction Methods for Fully Nonsmooth Constrained Convex Optimization

Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces

A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations

A block algorithm for computing antitriangular factorizations of symmetric matrices

Discrete least squares polynomial approximation with random evaluations − application to parametric and stochastic elliptic PDEs

MATHICSE Technical Report : Discrete least squares polynomial approximation with random evaluations – application to parametric and stochastic elliptic PDES