Publications associées à Norme (mathématiques)

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Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization

Volkan Cevher, Jonathan Mark Scarlett, Ilija Bogunovic

In this paper, we consider the problem of sequentially optimizing a black-box function

f

based on noisy samples and bandit feedback. We assume that

f

is smooth in the sense of having a bounded norm in some reproducing kernel Hilbert space (RKHS), yield ...

2017

Norme (mathématiques)

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MATHICSE Technical Report : An algebraic least squares reduced basis method for the solution of parametrized Stokes equations

Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization

General Proximal Gradient Method: A Case for Non-Euclidean Norms

Convergence rates of moment-sum-of-squares hierarchies for optimal control problems

Polynomially Solvable Instances of the Shortest and Closest Vector Problems With Applications to Compute-and-Forward

Small subset sums

Effective models for the multidimensional wave equation in heterogeneous media over long time and numerical homogenization

Error estimates for finite element approximations of nonlinear monotone elliptic problems with application to numerical homogenization

Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization

Fixed-structure LPV Discrete-time Controller Design with Induced l2-Norm and H2 Performance

MATHICSE Technical Report : An algebraic least squares reduced basis method for the solution of parametrized Stokes equations

Error estimates for finite element approximations of nonlinear monotone elliptic problems with application to numerical homogenization

Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization

General Proximal Gradient Method: A Case for Non-Euclidean Norms

Polynomially Solvable Instances of the Shortest and Closest Vector Problems With Applications to Compute-and-Forward

Effective models for the multidimensional wave equation in heterogeneous media over long time and numerical homogenization

Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization

Convergence rates of moment-sum-of-squares hierarchies for optimal control problems

Fixed-structure LPV Discrete-time Controller Design with Induced l2-Norm and H2 Performance

Small subset sums