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Exact Diffusion for Distributed Optimization and Learning---Part II: Convergence Analysis

Publications associées (52)

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The $ L ^{ 1 } $ -Potts Functional for Robust Jump-Sparse Reconstruction

Martin Kurt Storath

We investigate the nonsmooth and nonconvex

L ^{ 1 }

-Potts functional in discrete and continuous time. We show Γ-convergence of discrete

L ^{ 1 }

-Potts functionals toward their continuous counterpart and obtain a convergence statement for the corr ...

SIAM2015

Fréchet means in Wasserstein space

Yoav Zemel

This work studies the problem of statistical inference for Fréchet means in the Wasserstein space of measures on Euclidean spaces,

\mathcal W_2 ( \mathbb R^d )

. This question arises naturally from the problem of separating amplitude and phase variation i ...

EPFL2017

Exact Diffusion for Distributed Optimization and Learning---Part II: Convergence Analysis

Graph Chatbot

Chattez avec Graph Search

Fréchet means in Wasserstein space

Exact diffusion strategy for optimization by networked agents

Multi-Objective Optimization Programs and their Application to Amine Absorption Process Design for Natural Gas Sweetening

Comparative assessment of selected sugarcane biorefinery-centered systems in Brazil: A multi-criteria method based on sustainability indicators

Multi-index stochastic collocation convergence rates for random PDEs with parametric regularity

Analysis and computation of the elastic wave equation with random coefficients

Directional Real-Time Optimization Applied to a Kite-Control Simulation Benchmark

Quantization Design for Unconstrained Distributed Optimization

The $ L ^{ 1 } $ -Potts Functional for Robust Jump-Sparse Reconstruction

Speed Profile Optimization for Vehicles Crossing an Intersection Under a Safety Constraint

Exact diffusion strategy for optimization by networked agents

Comparative assessment of selected sugarcane biorefinery-centered systems in Brazil: A multi-criteria method based on sustainability indicators

Analysis and computation of the elastic wave equation with random coefficients

Quantization Design for Unconstrained Distributed Optimization

Multi-Objective Optimization Programs and their Application to Amine Absorption Process Design for Natural Gas Sweetening

Directional Real-Time Optimization Applied to a Kite-Control Simulation Benchmark

The $ L ^{ 1 } $ -Potts Functional for Robust Jump-Sparse Reconstruction

Speed Profile Optimization for Vehicles Crossing an Intersection Under a Safety Constraint

Fréchet means in Wasserstein space

Multi-index stochastic collocation convergence rates for random PDEs with parametric regularity