102 citations · 215 across the 26 of their papers we have counts for
3 papers · 1 filter
Recommender systems: when memory matters
Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini +2
In this paper, we study the effect of long memory in the learnability of a sequential recommender system including users' implicit feedback. We propose an online algorithm, where m…
Importance sampling approach to chance-constrained DC optimal power flow
Aleksander Lukashevich, Vyacheslav Gorchakov, Petr Vorobev +2
Despite significant economic and ecological effects, a higher level of renewable energy generation leads to increased uncertainty and variability in power injections, thus compromi…
Power Grid Reliability Estimation via Adaptive Importance Sampling
Aleksandr Lukashevich, Yury Maximov
Electricity production currently generates approximately 25% of greenhouse gas emissions in the USA. Thus, increasing the amount of renewable energy is a key step to carbon neutral…