10 citations · 10 across the 3 of their papers we have counts for
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Fast Decentralized Linear Functions Over Edge Fluctuating Graphs
Siavash Mollaebrahim, Baltasar Beferull-Lozano
Implementing linear transformations is a key task in the decentralized signal processing framework, which performs learning tasks on data sets distributed over multi-node networks.…
Fast Graph Filters for Decentralized Subspace Projection
Daniel Romero, Siavash Mollaebrahim, Baltasar Beferull-Lozano +1
A number of inference problems with sensor networks involve projecting a measured signal onto a given subspace. In existing decentralized approaches, sensors communicate with their…
Designing Asymmetric Shift Operators for Decentralized Subspace Projection
Siavash Mollaebrahim, Baltasar Beferull-Lozano
A large number of applications in wireless sensor networks include projecting a vector of noisy observations onto a subspace dictated by prior information about the field being mon…