A note on linear function approximation using random projections
- Barman, Kishor
- Borkar, Vivek S.
DOIAbstract
Linear function approximations based on random projections are proposed and justified for a class of fixed point and minimization problems
Linear function approximations based on random projections are proposed and justified for a class of fixed point and minimization problems
International audienceOne way to solve very large linear programs in standard form is to apply a ran...
AbstractRepresentation theorems for some new classes of random linear functionals and an application...
We study iterative processes of stochastic approximation for finding fixed points of weakly contract...
Linear function approximations based on random projections are proposed and justified for a class of...
International audienceThe use of random projections in mathematical programming allows standard solu...
Random projections can reduce the dimensionality of point sets while keeping approximate congruence....
AbstractA very general random fixed point theorem is first proved. As applications, some random appr...
A very general random fixed point theorem is first proved. As applications, some random approximatio...
International audienceRandom projections can reduce the dimensionality of point sets while keeping a...
AbstractAs an application of our random variational inequality proved in this paper, the random vers...
As an application of our random variational inequality proved in this paper, the random versions of ...
Consiglio Nazionale delle Ricerche - Biblioteca Centrale, P.le Aldo Moro, 7 , Rome / CNR - Consiglio...
AbstractA random approximation theorem for 1-set contractive random operators is proved. As applicat...
International audienceRandom projections are random matrices that can be used to perform dimensional...
Random fixed point results in the framework of a compact and weakly compact domain of a q-normed spa...
International audienceOne way to solve very large linear programs in standard form is to apply a ran...
AbstractRepresentation theorems for some new classes of random linear functionals and an application...
We study iterative processes of stochastic approximation for finding fixed points of weakly contract...
Linear function approximations based on random projections are proposed and justified for a class of...
International audienceThe use of random projections in mathematical programming allows standard solu...
Random projections can reduce the dimensionality of point sets while keeping approximate congruence....
AbstractA very general random fixed point theorem is first proved. As applications, some random appr...
A very general random fixed point theorem is first proved. As applications, some random approximatio...
International audienceRandom projections can reduce the dimensionality of point sets while keeping a...
AbstractAs an application of our random variational inequality proved in this paper, the random vers...
As an application of our random variational inequality proved in this paper, the random versions of ...
Consiglio Nazionale delle Ricerche - Biblioteca Centrale, P.le Aldo Moro, 7 , Rome / CNR - Consiglio...
AbstractA random approximation theorem for 1-set contractive random operators is proved. As applicat...
International audienceRandom projections are random matrices that can be used to perform dimensional...
Random fixed point results in the framework of a compact and weakly compact domain of a q-normed spa...
International audienceOne way to solve very large linear programs in standard form is to apply a ran...
AbstractRepresentation theorems for some new classes of random linear functionals and an application...
We study iterative processes of stochastic approximation for finding fixed points of weakly contract...
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