Ortiz-Jiménez, Guillermo

1. A Structured Dictionary Perspective on Implicit Neural Representations
   2021/12/03 by Gizem Yüce, Guillermo Ortiz-Jiménez, Yüce, Gizem +5 · 14 citations
   Computer Science · Engineering · #Neural Networks and Applications #Ultrasonics and Acoustic Wave Propagation #Neural Networks and Reservoir Computing
2. Sampling and Reconstruction of Signals on Product Graphs
   2018/06/30 by Ortiz-Jiménez, Guillermo, Coutino, Mario, Chepuri, Sundeep Prabhakar +1 · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. On the benefits of knowledge distillation for adversarial robustness
   2022/03/14 by Javier Maroto, Maroto, Javier, Guillermo Ortiz-Jiménez +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. On the choice of graph neural network architectures
   2019/11/13 by Vignac, Clément, Ortiz-Jiménez, Guillermo, Frossard, Pascal · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Social and Information Networks (cs.SI) #electronic engineering #information engineering