23 citations · 28 across the 11 of their papers we have counts for
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cs.IT2024
From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy
Charmin Asirimath, Chathuranga Weeraddana, Sumudu Samarakoon +2
This work explores the advantages of using persistence diagrams (PDs), topological signatures of raw point cloud data, in a point-to-point communication setting. PD is a structural…
math.OC2024
On the Characteristics of the Conjugate Function Enabling Effective Dual Decomposition Methods
Hansi Abeynanda, Chathuranga Weeraddana, Carlo Fischione
We investigate a novel characteristic of the conjugate function associated to a generic convex optimization problem, which can subsequently be leveraged for efficient dual decompos…