111 citations · 283 across the 44 of their papers we have counts for
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math.NA2021★ 2 cited
Fast symplectic integrator for Nesterov-type acceleration method
Shin-itiro Goto, Hideitsu Hino
In this paper, explicit stable integrators based on symplectic and contact geometries are proposed for a non-autonomous ordinarily differential equation (ODE) found in improving co…
cs.IT2021★ 3 cited
-Geodesical Skew Divergence
Masanari Kimura, Hideitsu Hino
The asymmetric skew divergence smooths one of the distributions by mixing it, to a degree determined by the parameter , with the other distribution. Such divergence is an approx…
stat.ML2021★ 8 cited
Stopping Criterion for Active Learning Based on Error Stability
Hideaki Ishibashi, Hideitsu Hino
Active learning is a framework for supervised learning to improve the predictive performance by adaptively annotating a small number of samples. To realize efficient active learnin…