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» Bayesian Treed Models

178

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NIPS
2000

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Structure Learning in Human Causal Induction

15 years 7 months ago

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We use graphical models to explore the question of how people learn simple causal relationships from data. The two leading psychological theories can both be seen as estimating th...

Joshua B. Tenenbaum, Thomas L. Griffiths

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159

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IJON
2007

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CATS benchmark time series prediction by Kalman smoother with cross-validated noise density

15 years 6 months ago

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This article presents the winning solution to the CATS time series prediction competition. The solution is based on classical optimal linear estimation theory. The proposed method...

Simo Särkkä, Aki Vehtari, Jouko Lampinen

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114

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CVIU
2000

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Modeling Parameter Space Behavior of Vision Systems Using Bayesian Networks

15 years 6 months ago

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Sudeep Sarkar, Srikanth Chavali

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