10 citations · 23 across the 8 of their papers we have counts for
9 papers
THOI: An efficient and accessible library for computing higher-order interactions enhanced by batch-processing
Laouen Belloli, Pedro Mediano, Rodrigo Cofré +2
Complex systems are characterized by nonlinear dynamics, multi-level interactions, and emergent collective behaviors. Traditional analyses that focus solely on pairwise interaction…
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings
Francisco Valentini, Germán Rosati, Diego Fernandez Slezak +1
Numerous works use word embedding-based metrics to quantify societal biases and stereotypes in texts. Recent studies have found that word embeddings can capture semantic similarity…
Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics
Francisco Valentini, Juan Cruz Sosa, Diego Fernandez Slezak +1
Recent research has shown that static word embeddings can encode word frequency information. However, little has been studied about this phenomenon and its effects on downstream ta…
Simple and Cheap Setup for Timing Tapping Responses Synchronized to Auditory Stimuli
Martin Miguel, Pablo Riera, Diego Fernandez Slezak
Measuring human capabilities to synchronize in time, adapt to perturbations to timing sequences or reproduce time intervals often require experimental setups that allow recording r…
On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach
Francisco Valentini, Germán Rosati, Damián Blasi +2
In recent years, word embeddings have been widely used to measure biases in texts. Even if they have proven to be effective in detecting a wide variety of biases, metrics based on…
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images
Julian Alberto Palladino, Diego Fernandez Slezak, Enzo Ferrante
Automatic segmentation of white matter hyperintensities in magnetic resonance images is of paramount clinical and research importance. Quantification of these lesions serve as a pr…