80 citations · 152 across the 2 of their papers we have counts for
3 papers
q-fin.CP2021★ 80 cited
Deep Graph Convolutional Reinforcement Learning for Financial Portfolio Management -- DeepPocket
Farzan Soleymani, Eric Paquet
Portfolio management aims at maximizing the return on investment while minimizing risk by continuously reallocating the assets forming the portfolio. These assets are not independe…
stat.ML2017
McDiarmid Drift Detection Methods for Evolving Data Streams
Ali Pesaranghader, Herna Viktor, Eric Paquet
Increasingly, Internet of Things (IoT) domains, such as sensor networks, smart cities, and social networks, generate vast amounts of data. Such data are not only unbounded and rapi…
stat.ML2017★ 72 cited
Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams
Ali Pesaranghader, Herna Viktor, Eric Paquet
The last decade has seen a surge of interest in adaptive learning algorithms for data stream classification, with applications ranging from predicting ozone level peaks, learning s…