Media Summary: We study the empirical risk minimization problem with convex losses on distributed architectures. We build upon a recently ...

A Hyperfast Second Order Method - Detailed Analysis & Overview

We study the empirical risk minimization problem with convex losses on distributed architectures. We build upon a recently ...

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A Hyperfast Second-order Method for Distributed Convex Optimization
Dmitry Kamzolov "Hyperfast Second-Order Local Solvers for Preconditioned Distributed Optimization"
OWOS: Stephen Wright - "Second-Order Methods for Nonconvex Optimization with Complexity Guarantees"
A Stochastic Second Order Proximal Method for Distributed Optimization
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A Hyperfast Second-order Method for Distributed Convex Optimization

A Hyperfast Second-order Method for Distributed Convex Optimization

We study the empirical risk minimization problem with convex losses on distributed architectures. We build upon a recently ...

Dmitry Kamzolov "Hyperfast Second-Order Local Solvers for Preconditioned Distributed Optimization"

Dmitry Kamzolov "Hyperfast Second-Order Local Solvers for Preconditioned Distributed Optimization"

The talk "

OWOS: Stephen Wright - "Second-Order Methods for Nonconvex Optimization with Complexity Guarantees"

OWOS: Stephen Wright - "Second-Order Methods for Nonconvex Optimization with Complexity Guarantees"

The fourth talk in the

A Stochastic Second Order Proximal Method for Distributed Optimization

A Stochastic Second Order Proximal Method for Distributed Optimization

A Stochastic