Publications associées à A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features

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To Convexify or Not? Regression with Clustering Penalties on Graphs

Volkan Cevher, Luca Baldassarre, Marwa El Halabi

We consider minimization problems that are compositions of convex functions of a vector

\x \in\reals^N

with submodular set functions of its support (i.e., indices of the non-zero coefficients of

\x

). Such problems are in general difficult for large

N

...

IEEE2013

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features

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Energy Efficient Collaborative Beamforming in Wireless Sensor Networks

Regularity results for very degenerate elliptic equations

A global existence result for the semigeostrophic equations in three dimensional convex domains

A Global Existence Result for the Semigeostrophic Equations in Three Dimensional Convex Domains

Time-Optimal Path Following for Robots With Convex-Concave Constraints Using Sequential Convex Programming

To Convexify or Not? Regression with Clustering Penalties on Graphs

Regularized Bundle Methods for Convex and Non-Convex Risks

Optimal image alignment with random projections of manifolds: algorithm and geometric analysis

A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging

Distributed classification of multiple observation sets by consensus

Regularity results for very degenerate elliptic equations

A global existence result for the semigeostrophic equations in three dimensional convex domains

Optimal image alignment with random projections of manifolds: algorithm and geometric analysis

To Convexify or Not? Regression with Clustering Penalties on Graphs

A Global Existence Result for the Semigeostrophic Equations in Three Dimensional Convex Domains

Energy Efficient Collaborative Beamforming in Wireless Sensor Networks

A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging

Time-Optimal Path Following for Robots With Convex-Concave Constraints Using Sequential Convex Programming

Regularized Bundle Methods for Convex and Non-Convex Risks

Distributed classification of multiple observation sets by consensus