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20122023
most citedSpectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error

5 citations · 12 across the 4 of their papers we have counts for

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Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Detecting Signs of Model Change with Continuous Model Selection Based on Descriptive Dimensionality

Kenji Yamanishi, So Hirai

We address the issue of detecting changes of models that lie behind a data stream. The model refers to an integer-valued structural information such as the number of free parameter…

cs.LG2012★ 2 cited

Normalized Maximum Likelihood Coding for Exponential Family with Its Applications to Optimal Clustering

So Hirai, Kenji Yamanishi

We are concerned with the issue of how to calculate the normalized maximum likelihood (NML) code-length. There is a problem that the normalization term of the NML code-length may d…