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20162026
most citedAdaptive Filter for Automatic Identification of Multiple Faults in a Noisy OTDR Profile

32 citations · 87 across the 21 of their papers we have counts for

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cs.LG2023

Regularization and Optimization in Model-Based Clustering

Raphael Araujo Sampaio, Joaquim Dias Garcia, Marcus Poggi +1

Due to their conceptual simplicity, k-means algorithm variants have been extensively used for unsupervised cluster analysis. However, one main shortcoming of these algorithms is th…

cs.LG2022★ 1 cited

Flexible Differentiable Optimization via Model Transformations

Mathieu Besançon, Joaquim Dias Garcia, Benoît Legat +1

We introduce DiffOpt.jl, a Julia library to differentiate through the solution of optimization problems with respect to arbitrary parameters present in the objective and/or constra…