50 citations · 153 across the 35 of their papers we have counts for
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stat.ML2017★ 5 cited
Hypergraph -Laplacian: A Differential Geometry View
Shota Saito, Danilo P Mandic, Hideyuki Suzuki
The graph Laplacian plays key roles in information processing of relational data, and has analogies with the Laplacian in differential geometry. In this paper, we generalize the an…
cs.IT2017
Variable-Length Lossy Compression Allowing Positive Overflow and Excess Distortion Probabilities
Shota Saito, Hideki Yagi, Toshiyasu Matsushima
This paper investigates the problem of variable-length lossy source coding allowing a positive excess distortion probability and an overflow probability of codeword lengths. Novel…