Elia Liitiäinen

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Publications

Citations

268

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Active since

2007

Affiliations

Helsinki Institute for Information Technology(Current)

UCLouvain

Aalto University

Elia Liitiäinen is an author at Helsinki Institute for Information Technology specializing in natural sciences, estimation theory, and probability theory.

Publications per year

2007–2019

Publications

Using the Delta Test for Variable Selection

Emil Eirola, Elia Liitiäinen, Amaury Lendasse et al. · 2008 · 55 citations

Computing, Data Science, Optimization +9

Residual variance estimation using a nearest neighbor statistic

Elia Liitiäinen, Francesco Corona, Amaury Lendasse · Journal of Multivariate Analysis · 2010 · 47 citations

Computing, Biostatistics, Statistical Learning +8

On Nonparametric Residual Variance Estimation

Elia Liitiäinen, Francesco Corona, Amaury Lendasse · Neural Processing Letters · 2008 · 40 citations

Natural Sciences, Biostatistics, Econometrics +8

Residual variance estimation in machine learning

Elia Liitiäinen, Michel Verleysen, Francesco Corona et al. · Neurocomputing · 2009 · 35 citations

Computing, Computer Science, Machine Learning +11

Bounds on the mean power-weighted nearest neighbour distance

Elia Liitiäinen, Amaury Lendasse, Francesco Corona · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2008 · 25 citations

Natural Sciences, Mathematics, Physics +11

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