No Free Lunch Theorem: A Review SP Adam, SAN Alexandropoulos, PM Pardalos, MN Vrahatis Springer Optimization and Its Applications 145 (Approximation and …, 2019 | 27 | 2019 |
Solving the linear interval tolerance problem for weight initialization of neural networks SP Adam, DA Karras, GD Magoulas, MN Vrahatis Neural Networks 54, 17-37, 2014 | 21 | 2014 |
Revisiting the problem of weight initialization for multi-layer perceptrons trained with back propagation S Adam, DA Karras, MN Vrahatis International Conference on Neural Information Processing, 308-315, 2008 | 16 | 2008 |
Bounding the search space for global optimization of neural networks learning error: an interval analysis approach SP Adam, GD Magoulas, DA Karras, MN Vrahatis Journal of Machine Learning Research 17, 1-40, 2016 | 11 | 2016 |
Reliable estimation of a neural network's domain of validity through interval analysis based inversion SP Adam, DA Karras, GD Magoulas, MN Vrahatis 2015 international joint conference on neural networks (IJCNN), 1-8, 2015 | 5 | 2015 |
Evaluating generalization through interval-based neural network inversion SP Adam, AC Likas, MN Vrahatis Neural Computing and Applications, 2019, 2019 | 4 | 2019 |
Interval analysis based neural network inversion: a means for evaluating generalization SP Adam, AC Likas, MN Vrahatis international conference on engineering applications of neural networks, 314-326, 2017 | 3 | 2017 |
Set Inversion Via Interval Analysis A Study on Parallel Processing Implementation KA Nasiotis, D López, SP Adam, LG Casado SWIM, 2019 | 1 | 2019 |
On parallelizing Set Inversion by Interval Analysis K Nasiotis, D López, SP Adam, LG Casado Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas …, 2019 | | 2019 |
An Interval Median Algebra SP Adam, GC Meletiou, MN Vrahatis 11th Summer Workshop on Interval Methods, (SWIM 2018), 2018 | | 2018 |
Interval Methods for Resolving Neural Computation Issues SP Adam, DA Karras, GD Magoulas, MN Vrahatis 10th Summer Workshop on Interval Methods, and 3rd International Symposium on …, 2017 | | 2017 |
Interval Methods in Knowledge Representation V Kreinovich INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS …, 2016 | | 2016 |
Direct Zero-Norm Minimization for Neural Network Pruning and Training SP Adam, GD Magoulas, MN Vrahatis International Conference on Engineering Applications of Neural Networks, 295-304, 2012 | | 2012 |
A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks. SP Adam, DA Karras, MN Vrahatis Industrial Conference on Data Mining-Posters, 38-52, 2009 | | 2009 |