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stat.ML2018
Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings
Yosuke Enokida, Atsushi Suzuki, Kenji Yamanishi
A hyperbolic space has been shown to be more capable of modeling complex networks than a Euclidean space. This paper proposes an explicit update rule along geodesics in a hyperboli…
math.ST2018★ 2 cited
Exact Calculation of Normalized Maximum Likelihood Code Length Using Fourier Analysis
Atsushi Suzuki, Kenji Yamanishi
The normalized maximum likelihood code length has been widely used in model selection, and its favorable properties, such as its consistency and the upper bound of its statistical…