What matters is solving real problems for customers, says Dhanji Prasanna, CTO of fintech company Block and ex-Google ...

Abstract: In this work, we propose a novel decoding algorithm for short block codes based on an edge-weighted graph neural network (EW-GNN). The EW-GNN decoder operates on the Tanner graph with an ...

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Abstract: Motivated by the prevalent data science applications of processing large-scale graph data such as social networks and biological networks, this paper investigates lossless compression of ...