Publications associées à Complexity Certification of the Fast Alternating Minimization Algorithm for Linear Model Predictive Control

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A first-order primal-dual method with adaptivity to local smoothness

Volkan Cevher, Maria-Luiza Vladarean

We consider the problem of finding a saddle point for the convex-concave objective

\min_x \max_y f(x) + \langle Ax, y\rangle - g^*(y)

, where

f

is a convex function with locally Lipschitz gradient and

g

is convex and possibly non-smooth. We propose an ...

2021

Complexity Certification of the Fast Alternating Minimization Algorithm for Linear Model Predictive Control

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Augmented Lagrangian Methods for Provable and Scalable Machine Learning

A first-order primal-dual method with adaptivity to local smoothness

Decentralized Proximal Gradient Algorithms With Linear Convergence Rates

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization

Decentralized Nonlinear Model Predictive Control for 3D Formation of Multirotor Micro Aerial Vehicles with Relative Sensing and Estimation

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming

Generic Round-Function-Recovery Attacks for Feistel Networks over Small Domains

Generic Round-Function-Recovery Attacks for Feistel Networks over Small Domains

When Stuck, Flip a Coin

Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Generic Round-Function-Recovery Attacks for Feistel Networks over Small Domains

Generic Round-Function-Recovery Attacks for Feistel Networks over Small Domains

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures

Decentralized Nonlinear Model Predictive Control for 3D Formation of Multirotor Micro Aerial Vehicles with Relative Sensing and Estimation

A first-order primal-dual method with adaptivity to local smoothness

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming

Decentralized Proximal Gradient Algorithms With Linear Convergence Rates

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization

When Stuck, Flip a Coin