Publications associées à High-Order Accurate Adaptive Kernel Compression Time-Stepping Schemes for Fractional Differential Equations

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Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Volkan Cevher, Anastasios Kyrillidis

The convex

\ell_1

-regularized

\log\det

divergence criterion has been shown to produce theoretically consistent graph learning. However, this objective function is challenging since the

\ell_1

-regularization is nonsmooth, the

\log\det

objective is n ...

2013

High-Order Accurate Adaptive Kernel Compression Time-Stepping Schemes for Fractional Differential Equations

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Principal Flows

Efficient greedy algorithms for high-dimensional parameter spaces with applications to empirical interpolation and reduced basis methods

An adaptive Rosenbrock method with applications in Electrophysiology

Weak second order explicit stabilized methods for stiff stochastic differential equations

Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Fast Proximal Algorithms For Self-Concordant Function Minimization With Application To Sparse Graph Selection

Explicit methods for stiff stochastic differential equations

Chebyshev methods with discrete noise: the tau-ROCK methods

Reduced Basis Method for Parametrized Differential Algebraic Equations

Application of implicit-explicit high order Runge-Kutta methods to discontinuous-Galerkin schemes

Explicit methods for stiff stochastic differential equations

Fast Proximal Algorithms For Self-Concordant Function Minimization With Application To Sparse Graph Selection

Reduced Basis Method for Parametrized Differential Algebraic Equations

Principal Flows

Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Chebyshev methods with discrete noise: the tau-ROCK methods

Efficient greedy algorithms for high-dimensional parameter spaces with applications to empirical interpolation and reduced basis methods

An adaptive Rosenbrock method with applications in Electrophysiology

Weak second order explicit stabilized methods for stiff stochastic differential equations

Application of implicit-explicit high order Runge-Kutta methods to discontinuous-Galerkin schemes