Florent Forest

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icon company EPFL icon location Switzerland icon location Postdoctoral researcher in Machine Learning @ IMOS (EPFL) | PhD @ LIPN (Sorbonne Paris Nord University) | Data science x Aerospace Engineer @ ISAE-SUPAERO

Results 4 issues of Florent Forest

Quantization error formula

I see in the code that quantization error is defined using a L1 norm (mean absolute error), and not a euclidean distance : ```python def calculate_quantization_error(self): neuron_values = self.codebook.matrix[self.find_bmu(self._data)[0].astype(int)] quantization_error...

Unable to reproduce city2foggy results from paper

3 comment

After running your code for the city2foggy task, I am unable to reproduce the results from your paper (by a large margin). For the source-only training, by running exactly the...

Error with ConfigSpace if hyperparameters are not ordered alphabetically in X matrix

4 comment

TLDR: When using a ConfigSpace with named hyperparameters, fANOVA raises an exception if the columns of the feature matrix X are not ordered alphabetically by feature name, because `cs.get_hyperparams()` returns...

Dataset catalog table link not working

Hello, thanks for the work gathering all these datasets! The link to the google sheet table is no longer working, could you please check it? Thanks!