2 papers
stat.ML2018
Sequential model aggregation for production forecasting
Raphaël Deswarte, Véronique Gervais, Gilles Stoltz +1
Production forecasting is a key step to design the future development of a reservoir. A classical way to generate such forecasts consists in simulating future production for numeri…
math.ST2018
Minimax regularization
Raphaël Deswarte, Guillaume Lecué
Classical approach to regularization is to design norms enhancing smoothness or sparsity and then to use this norm or some power of this norm as a regularization function. The choi…