output
20012026
most citedWhat do online listings tell us about the housing market?

74 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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4 papers · 1 filter

stat.ML2024★ 1 cited

Density Estimation via Binless Multidimensional Integration

Matteo Carli, Alex Rodriguez, Alessandro Laio +1

We introduce the Binless Multidimensional Thermodynamic Integration (BMTI) method for nonparametric, robust, and data-efficient density estimation. BMTI estimates the logarithm of…

stat.ML2024★ 1 cited

Scale adaptive and robust intrinsic dimension estimation via optimal neighbourhood identification

Antonio Di Noia, Iuri Macocco, Aldo Glielmo +2

The Intrinsic Dimension (ID) is a key concept in unsupervised learning and feature selection, as it is a lower bound to the number of variables which are necessary to describe a sy…

stat.ML2022★ 16 cited

Intrinsic dimension estimation for discrete metrics

Iuri Macocco, Aldo Glielmo, Jacopo Grilli +1

Real world-datasets characterized by discrete features are ubiquitous: from categorical surveys to clinical questionnaires, from unweighted networks to DNA sequences. Nevertheless,…

stat.ML2021★ 61 cited

Ranking the information content of distance measures

Aldo Glielmo, Claudio Zeni, Bingqing Cheng +2

Real-world data typically contain a large number of features that are often heterogeneous in nature, relevance, and also units of measure. When assessing the similarity between dat…