Established in 2005 under support of MŠMT ČR (project 1M0572)

Lectures and Presetations

Density Estimation and Decision-Making (Invited lecture)

Lecturer:
prof. Alain Berlinet (Université de Montpellier)
From:
Dec. 20 2005 9:00AM
To:
Dec. 20 2005 9:30AM
Place:
ÚTIA AV ČR
Description:
Density estimation plays a key role in a broad variety of decision-making processes. Recent developments have introduced new kind of estimates with nice theoretical behavior and computationally efficient. We review some of them together with their properties with respect to information criteria. Combinatorial methods seem promising to build these estimates automatically from data. We show how they can be used to select parameters or to partition the observation space.
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