[Research] RESCHEDULED! Re: Auton Lab meeting: this coming Tuesday at noon

[Artur Dubrawski]

Sorry for the late notice and inconvenience - due to a few conflicts
we have to cancel the talk tomorrow.

I will let everyone know as soon as we are able to set a new date.

Thanks,
Artur

On 3/2/2012 6:57 PM, Artur Dubrawski wrote:
> Dear Autonians,
>
> Please join to hear a remote delivery of a talk by a guest
> speaker. Food will be provided. Details below.
>
> Cheers,
> Artur
>
> ---
> Time and Place: Noon, Tuesday March 6th 2012, NSH 1507
>
> Speaker: Andrzej Dydynski, Warsaw University of Technology
>
> Title: Incrementally Built Heterogeneous Model
>
> Abstract: Incrementally Built Heterogeneous Model (IBHM) is a
> novel approach to regression. It sequentially adds nonlinear
> terms to the model based on the analysis of correlation between
> the term considered for addition and the current model residuals.
> The algorithm is iterative and it typically produces useful results
> after a relatively small number of iterations. It does not access
> the actual inputs directly. Instead it maps the input matrix onto
> vectors and then selects the best smoothers for these vectors.
> IBHM follows Vapnik's paradigm of estimating only the relevant
> parameters directly, so that the model parameters can be estimated
> separately by applying a modified measure of correlation, leading
> to substantial reductions of complexity.
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