Publications associées à Norme d'opérateur

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Convergence of adaptive algorithms for constrained weakly convex optimization

Volkan Cevher, Ahmet Alacaoglu, Yurii Malitskyi

We analyze the adaptive first order algorithm AMSGrad, for solving a constrained stochastic optimization problem with a weakly convex objective. We prove the

\tilde O(t^{-1/2})

rate of convergence for the squared norm of the gradient of Moreau envelope, ...

2021

Norme d'opérateur

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Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks

Fairness and Explainability in Clustering Problems

Convergence of adaptive algorithms for constrained weakly convex optimization

Fredholm transformation on Laplacian and rapid stabilization for the heat equations

Proximity Results and Faster Algorithms for Integer Programming Using the Steinitz Lemma

A Unifying Representer Theorem for Inverse Problems and Machine Learning

Effective Models and Numerical Homogenization for Wave Propagation in Heterogeneous Media on Arbitrary Timescales

An algebraic least squares reduced basis method for the solution of nonaffinely parametrized Stokes equations

Proximity results and faster algorithms for Integer Programming using the Steinitz Lemma

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

Proximity Results and Faster Algorithms for Integer Programming Using the Steinitz Lemma

Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks

Effective Models and Numerical Homogenization for Wave Propagation in Heterogeneous Media on Arbitrary Timescales

Convergence of adaptive algorithms for constrained weakly convex optimization

A Unifying Representer Theorem for Inverse Problems and Machine Learning

An algebraic least squares reduced basis method for the solution of nonaffinely parametrized Stokes equations

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

Fairness and Explainability in Clustering Problems

Fredholm transformation on Laplacian and rapid stabilization for the heat equations

Proximity results and faster algorithms for Integer Programming using the Steinitz Lemma