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Koji Hukushima

Ratio Divergence Learning Using Target Energy in Restricted Boltzmann Machines: Beyond Kullback--Leibler Divergence Learning

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Sep 12, 2024
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Statistical Mechanics of Min-Max Problems

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Sep 09, 2024
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Critical Phase Transition in a Large Language Model

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Jun 08, 2024
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Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing

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Oct 24, 2023
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Dataset Size Dependence of Rate-Distortion Curve and Threshold of Posterior Collapse in Linear VAE

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Sep 14, 2023
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Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu$_4$P$_3$O$_{12}$

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Jun 13, 2020
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On-line Learning of an Unlearnable True Teacher through Mobile Ensemble Teachers

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May 10, 2008
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