research
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11/20/2021
Kalman filters as the steady-state solution of gradient descent on variational free energy
The Kalman filter is an algorithm for the estimation of hidden variables...
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11/15/2021
Quadratic speedup of global search using a biased crossover of two good solutions
The minimisation of cost functions is crucial in various optimisation fi...
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03/01/2020
Dimensionality reduction to maximize prediction generalization capability
This work develops an analytically solvable unsupervised learning scheme...
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05/24/2019
Computational cost for determining an approximate global minimum using the selection and crossover algorithm
This work examines the expected computational cost to determine an appro...
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08/02/2018