Pedro Vilanova

Orcid: 0000-0001-6620-6261

According to our database1, Pedro Vilanova authored at least 14 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
On the equivalence of different adaptive batch size selection strategies for stochastic gradient descent methods.
CoRR, 2021

2020
Data-driven, variational model reduction of high-dimensional reaction networks.
J. Comput. Phys., 2020

2019
Towards Confident Bayesian Parameter Estimation in Stochastic Chemical Kinetics.
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.
SIAM J. Sci. Comput., 2016

2015
Multilevel Approximations of Markovian Jump Processes with Applications in Communication Networks.
PhD thesis, 2015

2014
Hybrid Chernoff Tau-Leap.
Multiscale Model. Simul., 2014

Multiscale Modeling of Wear Degradation in Cylinder Liners.
Multiscale Model. Simul., 2014

2013
Mean-field learning for satisfactory solutions.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Mean-Field Learning: a Survey
CoRR, 2012

Mean field games for cognitive radio networks.
Proceedings of the American Control Conference, 2012

2011
Mean field stochastic games for SINR-based medium access control.
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.
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Mean field interaction in biochemical reaction networks.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2008
Statecharts and Variabilities.
Proceedings of the Second International Workshop on Variability Modelling of Software-Intensive Systems, 2008


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