no code implementations • 2 Mar 2021 • Decebal Constantin Mocanu, Elena Mocanu, Tiago Pinto, Selima Curci, Phuong H. Nguyen, Madeleine Gibescu, Damien Ernst, Zita A. Vale
A fundamental task for artificial intelligence is learning.
no code implementations • 9 Nov 2020 • Lina Silva-Rodriguez, Anibal Sanjab, Elena Fumagalli, Ana Virag, Madeleine Gibescu
In this regard, a future-proof market design must combine different elements of proposed solutions to comprehensively mitigate market barriers and overcome the identified implementation challenges.
no code implementations • 18 Jul 2017 • Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen, Antonio Liotta, Michael E. Webber, Madeleine Gibescu, J. G. Slootweg
Unprecedented high volumes of data are becoming available with the growth of the advanced metering infrastructure.
2 code implementations • 15 Jul 2017 • Decebal Constantin Mocanu, Elena Mocanu, Peter Stone, Phuong H. Nguyen, Madeleine Gibescu, Antonio Liotta
Through the success of deep learning in various domains, artificial neural networks are currently among the most used artificial intelligence methods.
no code implementations • 6 May 2016 • Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu
Energy is a limited resource which has to be managed wisely, taking into account both supply-demand matching and capacity constraints in the distribution grid.
no code implementations • 20 Apr 2016 • Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, Antonio Liotta
Thirdly, we show that, for a fixed number of weights, our proposed sparse models (which by design have a higher number of hidden neurons) achieve better generative capabilities than standard fully connected RBMs and GRBMs (which by design have a smaller number of hidden neurons), at no additional computational costs.