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newton-type method

7 papers

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Co-occurring keywords

distributed optimization (275) communication efficiency (297) newton method (64) stochastic optimization (1060) federated learning (1333) matrix basis (1) proximal method (26) second order cone program (3) distributed newton method (1) gradient-norm optimization (1)

Papers

Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning ICML 2022
DINO: Distributed Newton-Type Optimization Method ICML 2020
Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning AISTATS 2019
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization NIPS 2019
Communication-Efficient Distributed Optimization using an Approximate Newton-type Method ICML 2014
Proximal Newton-type methods for convex optimization NIPS 2012