Kyriakos Polymenakos

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Gaussian Process

Multitask Learning

Hyperparameters

Top Venues

Publications

Spyridon Mouselinos, Kyriakos Polymenakos, Antonis Nikitakis, Konstantinos Kyriakopoulos
MAIN: Multihead-Attention Imputation Networks. CoRR (2021)
Spyridon Mouselinos, Kyriakos Polymenakos, Antonis Nikitakis, Konstantinos Kyriakopoulos
MAIN: Multihead-Attention Imputation Networks. IJCNN (2021)
Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts
Safety Guarantees for Iterative Predictions with Gaussian Processes. CDC (2020)
Kyriakos Polymenakos, Nikitas Rontsis, Alessandro Abate, Stephen J. Roberts
SafePILCO: A Software Tool for Safe and Data-Efficient Policy Synthesis. QEST (2020)
Kyriakos Polymenakos, Nikitas Rontsis, Alessandro Abate, Stephen J. Roberts
SafePILCO: a software tool for safe and data-efficient policy synthesis. CoRR (2020)
Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts
Safety Guarantees for Planning Based on Iterative Gaussian Processes. CoRR (2019)
Kyriakos Polymenakos, Alessandro Abate, Stephen J. Roberts
Safe Policy Search Using Gaussian Process Models. AAMAS (2019)
Kyriakos Polymenakos, Alessandro Abate, Stephen J. Roberts
Safe Policy Search with Gaussian Process Models. CoRR (2017)