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Alex Towell6d ago • 8 min read
Your Optimizer Is (Approximately) Propagating Fisher Information
Adam, K-FAC, EWC, and natural gradient are all approximating the same thing at different fidelity le...
#fisherinformation#naturalgradient#optimization#informationgeometry
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Alex Towell6d ago • 2 min read
Closed-Form Results for Masked Exponential Series Systems
Closed-form MLEs and Fisher information for exponential series systems with masked failure data. No ...
#statistics#fisherinformation#maskeddata#seriessystems
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