1 citations · 2 across the 4 of their papers we have counts for
4 papers
A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models
Bastien Liétard, Mikaela Keller, Pascal Denis
Lexical Semantic Change is the study of how the meaning of words evolves through time. Another related question is whether and how lexical relations over pairs of words, such as sy…
Fair NLP Models with Differentially Private Text Encoders
Gaurav Maheshwari, Pascal Denis, Mikaela Keller +1
Encoded text representations often capture sensitive attributes about individuals (e.g., race or gender), which raise privacy concerns and can make downstream models unfair to cert…
Metric learning approach for graph-based label propagation
Pauline Wauquier, Mikaela Keller
The efficiency of graph-based semi-supervised algorithms depends on the graph of instances on which they are applied. The instances are often in a vectorial form before a graph lin…
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data
Antonino Freno, Mikaela Keller, Gemma C. Garriga +1
Generative models for graphs have been typically committed to strong prior assumptions concerning the form of the modeled distributions. Moreover, the vast majority of currently av…