1 citations · 1 across the 4 of their papers we have counts for
4 papers
From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
Juliette Murris, Bernadette Stolz, Karsten Borgwardt
Persistence diagrams are common representations in topological data analysis, but they do not naturally live in a vector space, and the statistical tools developed for comparing th…
Mitigating Text Toxicity with Counterfactual Generation
Milan Bhan, Jean-Noel Vittaut, Nina Achache +5
Toxicity mitigation consists in rephrasing text in order to remove offensive or harmful meaning. Neural natural language processing (NLP) models have been widely used to target and…
A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients
Juliette Murris, Tristan Amadei, Tristan Kirscher +3
Heart failure (HF) contributes to circa 200,000 annual hospitalizations in France. With the increasing age of HF patients, elucidating the specific causes of inpatient mortality be…
Towards Filling the Gaps around Recurrent Events in High-Dimensional Framework: Literature Review and Early Comparison
Juliette Murris, Anais Charles-Nelson, Audrey Lavenu +1
Background Study individuals may face repeated events overtime. However, there is no consensus around learning approaches to use in a high-dimensional framework for survival data (…