3 papers
cs.LG2025
Stabilization of industrial processes with time series machine learning
Matvei Anoshin, Olga Tsurkan, Vadim Lopatkin +1
The stabilization of time series processes is a crucial problem that is ubiquitous in various industrial fields. The application of machine learning to its solution can have a deci…
math.ST2025
On Stopping Times of Power-one Sequential Tests: Tight Lower and Upper Bounds
Shubhada Agrawal, Ashwin Ram, Aaditya Ramdas
We present two general lower bounds for stopping times of sequential tests between arbitrary composite nulls and alternatives . The first lower bound is fo…
cs.LG2023
Photovoltaic power forecasting using quantum machine learning
Asel Sagingalieva, Stefan Komornyik, Arsenii Senokosov +6
Accurate forecasting of photovoltaic power is essential for reliable grid integration, yet remains difficult due to highly variable irradiance, complex meteorological drivers, site…