Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
Mamba time series forecasting with uncertainty quantification
Pedro Pessoa, Paul Campitelli, Douglas P. Shepherd +2
State space models, such as Mamba, have recently garnered attention in time series forecasting due to their ability to capture sequence patterns. However, in electricity consumptio…
stat.ML2025
Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve
Pedro Pessoa, Max Schweiger, Lance W. Q. Xu +4
Across the scientific realm, we find ourselves subtracting or dividing stochastic signals. For instance, consider a stochastic realization, , generated from the addition or mult…