Fernando Perez-Cruz

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 11

Top Topics

Bayesian Inference

Top Venues

Publications

Giulio Pagnotta, Dorjan Hitaj, Briland Hitaj, Fernando Perez-Cruz, Luigi V. Mancini
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding. CoRR (2022)
Dorjan Hitaj, Giulio Pagnotta, Briland Hitaj, Fernando Perez-Cruz, Luigi V. Mancini
FedComm: Federated Learning as a Medium for Covert Communication. CoRR (2022)
Yanan Xin, Natasa Tagasovska, Fernando Perez-Cruz, Martin Raubal
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis. CoRR (2022)
Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Perez-Cruz, Daniel Razansky
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data. MIDL (2022)
Yanan Xin, Natasa Tagasovska, Fernando Perez-Cruz, Martin Raubal
Vision paper: causal inference for interpretable and robust machine learning in mobility analysis. SIGSPATIAL/GIS (2022)
Manuel Knott, Fernando Perez-Cruz, Thijs Defraeye
Facilitated machine learning for image-based fruit quality assessment in developing countries. CoRR (2022)
Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Perez-Cruz, Antonietta Mira
Learning Summary Statistics for Bayesian Inference with Autoencoders. CoRR (2022)
Shirin Goshtasbpour, Fernando Perez-Cruz
Optimization of Annealed Importance Sampling Hyperparameters. ECML/PKDD (5) (2022)
Shirin Goshtasbpour, Fernando Perez-Cruz
Optimization of Annealed Importance Sampling Hyperparameters. CoRR (2022)
Muhammad Awais Jadoon, Adriano Pastore, Monica Navarro, Fernando Perez-Cruz
Deep Reinforcement Learning for Random Access in Machine-Type Communication. CoRR (2022)
Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Perez-Cruz
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network. CoRR (2021)