Pedro Vilanova

According to our database, Pedro Vilanova authored at least 14 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

On the equivalence of different adaptive batch size selection strategies for stochastic gradient descent methods.

Luis Espath, Sebastian Krumscheid, Raúl Tempone, Pedro Vilanova

CoRR, 2021

2020

Data-driven, variational model reduction of high-dimensional reaction networks.

Markos A. Katsoulakis, Pedro Vilanova

J. Comput. Phys., 2020

2019

Towards Confident Bayesian Parameter Estimation in Stochastic Chemical Kinetics.

Stefan Engblom, Robin Eriksson, Pedro Vilanova

Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019

2016

A Multilevel Adaptive Reaction-splitting Simulation Method for Stochastic Reaction Networks.

Alvaro Moraes, Raúl Tempone, Pedro Vilanova

SIAM J. Sci. Comput., 2016

2015

Multilevel Approximations of Markovian Jump Processes with Applications in Communication Networks.

Pedro Vilanova

PhD thesis, 2015

2014

Hybrid Chernoff Tau-Leap.

Alvaro Moraes, Raúl Tempone, Pedro Vilanova

Multiscale Model. Simul., 2014

Multiscale Modeling of Wear Degradation in Cylinder Liners.

Alvaro Moraes, Fabrizio Ruggeri, Raúl Tempone, Pedro Vilanova

Multiscale Model. Simul., 2014

2013

Mean-field learning for satisfactory solutions.

Hamidou Tembine, Raúl Tempone, Pedro Vilanova

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Mean-Field Learning: a Survey

Hamidou Tembine, Raúl Tempone, Pedro Vilanova

CoRR, 2012

Mean field games for cognitive radio networks.

Hamidou Tembine, Raúl Tempone, Pedro Vilanova

Proceedings of the American Control Conference, 2012

2011

Mean field stochastic games for SINR-based medium access control.

Hamidou Tembine, Pedro Vilanova, Mohamad Assaad, Mérouane Debbah

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Noisy Mean Field Game Model for Malware Propagation in Opportunistic Networks.

Hamidou Tembine, Pedro Vilanova, Mérouane Debbah

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Mean field interaction in biochemical reaction networks.

Hamidou Tembine, Raúl Tempone, Pedro Vilanova

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2008

Statecharts and Variabilities.

Nora Szasz, Pedro Vilanova

Proceedings of the Second International Workshop on Variability Modelling of Software-Intensive Systems, 2008