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Danqi Jin

3 accepted papers

2020

Proximal Multitask Learning Over Distributed Networks with Jointly Sparse Structure

ICASSP 2020accepted

Modeling relations between local optimum parameter vectors in multitask networks has attracted much attention over the last years. This work considers a distributed optimization problem for parameter vectors with a jointly sparse structure among nodes, that is, the parameter vectors share the same s…

Cited by 0SourceScholar
2019

Robust Sparse Multichannel Active Noise Control

ICASSP 2019accepted

Multichannel active noise control (MC-ANC) aims to cancel low-frequency noise in an enclosure. If noise sources are distributed sparsely in space, adding an ℓ <inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">1</inf> -norm constraint to the standard MC-AN…

Cited by 0SourceScholar