2 papers
cs.LG2025
Marginalize, Rather than Impute: Probabilistic Wind Power Forecasting with Incomplete Data
Honglin Wen, Pierre Pinson, Jie Gu +1
Machine learning methods are widely and successfully used for probabilistic wind power forecasting, yet the pervasive issue of missing values (e.g., due to sensor faults or communi…
cs.LG2024
Clustering of timed sequences -- Application to the analysis of care pathways
Thomas Guyet, Pierre Pinson, Enoal Gesny
Improving the future of healthcare starts by better understanding the current actual practices in hospital settings. This motivates the objective of discovering typical care pathwa…