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stat.ML2025★ 8 cited
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★ 1 cited
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…