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Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

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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 Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Graph Chatbot

Chat with Graph Search

A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization

A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System

AC OPF in radial distribution networks – Part I: On the limits of the branch flow convexification and the alternating direction method of multipliers

A Fourier dimensionality reduction model for big data interferometric imaging

Complexity Certification of the Fast Alternating Minimization Algorithm for Linear MPC

Fréchet means in Wasserstein space

Quantization Design for Distributed Optimization

Combinatorial Penalties: Which structures are preserved by convex relaxations?

Fast Robust PCA on Graphs

A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System

A Fourier dimensionality reduction model for big data interferometric imaging

Fréchet means in Wasserstein space

AC OPF in radial distribution networks – Part I: On the limits of the branch flow convexification and the alternating direction method of multipliers

Quantization Design for Distributed Optimization

A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization

Complexity Certification of the Fast Alternating Minimization Algorithm for Linear MPC

Fast Robust PCA on Graphs

Combinatorial Penalties: Which structures are preserved by convex relaxations?