Petra Vidnerová

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Top Venues

Neural Networks

Publications

Jirí Síma, Jérémie Cabessa, Petra Vidnerová
On energy complexity of fully-connected layers. Neural Networks 178 (2024)
Gabriela Kadlecová, Jovita Lukasik, Martin Pilát, Petra Vidnerová, Mahmoud Safari, Roman Neruda, Frank Hutter
Surprisingly Strong Performance Prediction with Neural Graph Features. CoRR (2024)
Jan Kalina, Petra Vidnerová
Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients. ICANN (9) (2023)
Gabriela Suchopárová, Petra Vidnerová, Roman Neruda, Martin Smíd
Using a Deep Neural Network in a Relative Risk Model to Estimate Vaccination Protection for COVID-19. EANN (2022)
Jan Kalina, Petra Vidnerová, Patrik Janácek
Sparse Versions of Optimized Centroids. IJCNN (2022)
Petra Vidnerová, Jan Kalina
Multi-objective Bayesian Optimization for Neural Architecture Search. ICAISC (1) (2022)
Jan Kalina, Petra Vidnerová, Jan Tichavský
A Comparison of Trend Estimators Under Heteroscedasticity. ICAISC (1) (2021)
Jan Kalina, Ales Neoral, Petra Vidnerová
Effective Automatic Method Selection for Nonlinear Regression Modeling. Int. J. Neural Syst. 31 (10) (2021)
Petra Vidnerová, Roman Neruda, Gabriela Suchopárová, Ludek Berec, Tomás Diviák, Ales Kubena, René Levínský, Josef Slerka, Martin Smíd, Jan Trnka, Vít Tucek, Karel Vrbenský, Milan Zajícek
Simulation of Non-pharmaceutical Interventions in an Agent based Epidemic Model. ITAT (2021)
Jan Kalina, Petra Vidnerová
Robust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives. EANN (2020)
Petra Vidnerová, Roman Neruda
Multi-objective Evolution for Deep Neural Network Architecture Search. ICONIP (3) (2020)
Jan Kalina, Petra Vidnerová
A Metalearning Study for Robust Nonlinear Regression. EANN (2020)
Petra Vidnerová, Roman Neruda
Vulnerability of classifiers to evolutionary generated adversarial examples. Neural Networks 127 (2020)
Petra Vidnerová, Stepán Procházka, Roman Neruda
Multiobjective Evolution for Convolutional Neural Network Architecture Search. ICAISC (1) (2020)
Petra Vidnerová
Hitoshi Iba: Evolutionary approach to machine learning and deep neural networks: neuro-evolution and gene regulatory networks - Springer, 2018, Hardcover, 245 pp, ISBN: 978-981-13-0199-5. Genet. Program. Evolvable Mach. 20 (2) (2019)
Jan Kalina, Petra Vidnerová
Robust Training of Radial Basis Function Neural Networks. ICAISC (1) (2019)
Petra Vidnerová, Roman Neruda
Asynchronous Evolution of Convolutional Networks. ITAT (2018)
Petra Vidnerová, Roman Neruda
Deep Networks with RBF Layers to Prevent Adversarial Examples. ICAISC (1) (2018)
Petra Vidnerová, Roman Neruda
Evolving KERAS Architectures for Sensor Data Analysis. FedCSIS (2017)
Petra Vidnerová, Roman Neruda
Evolution Strategies for Deep Neural Network Models Design. ITAT (2017)
Petra Vidnerová, Roman Neruda
Evolutionary generation of adversarial examples for deep and shallow machine learning models. MISNC (2016)
Petra Vidnerová, Roman Neruda
Sensor Data Air Pollution Prediction by Kernel Models. CCGrid (2016)
Petra Vidnerová, Roman Neruda
Vulnerability of Machine Learning Models to Adversarial Examples. ITAT (2016)
Petra Vidnerová, Roman Neruda
Product Multi-kernels for Sensor Data Analysis. ICAISC (1) (2015)
Petra Vidnerová, Roman Neruda
Evolutionary Learning of Regularization Networks with Multi-kernel Units. ISNN (1) (2011)
Petra Vidnerová, Roman Neruda
Evolving Sum and Composite Kernel Functions for Regularization Networks. ICANNGA (1) (2011)
Petra Vidnerová, Roman Neruda
Evolutionary learning of regularization networks with product kernel units. SMC (2011)
Roman Neruda, Petra Vidnerová
Memetic Evolutionary Learning for Local Unit Networks. ISNN (1) (2010)
Stanislav Slusny, Roman Neruda, Petra Vidnerová
Comparison of behavior-based and planning techniques on the small robot maze exploration problem. Neural Networks 23 (4) (2010)
Roman Neruda, Petra Vidnerová
Genetic Algorithm with Species for Regularization Network Metalearning. IAIT (2010)
Petra Vidnerová, Roman Neruda
Hybrid Learning of Regularization Neural Networks. ICAISC (2) (2010)
Stanislav Slusny, Roman Neruda, Petra Vidnerová
Localization With a Low-cost Robot. ITAT (2009)
Petra Vidnerová, Roman Neruda
Testing Error Estimates for Regularization and Radial Function Networks. ISNN (1) (2008)
Petra Vidnerová, Stanislav Slusny, Roman Neruda
Evolutionary trained radial basis function networks for robot control. ICARCV (2008)
Stanislav Slusny, Roman Neruda, Petra Vidnerová
Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms. ICIC (2) (2008)
Stanislav Slusny, Roman Neruda, Petra Vidnerová
Learning algorithms for small mobile robots: case study on maze exploration. ITAT (2008)
Roman Neruda, Stanislav Slusny, Petra Vidnerová
Evolutionary Learning and Behavior Analysis of the Autonomous Robot Neuro-Controller. GEM (2008)
Stanislav Slusny, Roman Neruda, Petra Vidnerová
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem. ICANN (1) (2008)