Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules. - Rodrigo Echeveste; Claudius Gros (Frontiers Robotics AI, 2014)

An objective function for self-limiting neural plasticity rules. - Rodrigo Echeveste; Claudius Gros (ESANN, 2015)

The Fisher Information as a Neural Guiding Principle for Independent Component Analysis. - Rodrigo Echeveste; Samuel Eckmann; Claudius Gros (Entropy, 2015)

Corrigendum: Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules. - Rodrigo Echeveste; Claudius Gros (Frontiers Robotics AI, 2015)

Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity. - Rodrigo Echeveste; Claudius Gros (Neural Comput., 2015)

Drifting States and Synchronization Induced Chaos in Autonomous Networks of Excitable Neurons. - Rodrigo Echeveste; Claudius Gros (Frontiers Comput. Neurosci., 2016)

Domain Generalization via Gradient Surgery. - Lucas Mansilla; Rodrigo Echeveste; Diego H. Milone; Enzo Ferrante (ICCV, 2021)

Unsupervised Bias Discovery in Medical Image Segmentation. - Nicolás Gaggion; Rodrigo Echeveste; Lucas Mansilla; Diego H. Milone; Enzo Ferrante (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Towards Unraveling Calibration Biases in Medical Image Analysis. - María Agustina Ricci Lara; Candelaria Mosquera; Enzo Ferrante; Rodrigo Echeveste (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Uncertainty in latent representations of variational autoencoders optimized for visual tasks. - Josefina Catoni; Enzo Ferrante; Diego H. Milone; Rodrigo Echeveste (CoRR, 2024)

Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications. - Enzo Ferrante; Rodrigo Echeveste (CoRR, 2024)

Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations. - Lucas Mansilla; Estanislao Claucich; Rodrigo Echeveste; Diego H. Milone; Enzo Ferrante (Trans. Mach. Learn. Res., 2024)

Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation. - Estanislao Claucich; Sara Hooker; Diego H. Milone; Enzo Ferrante; Rodrigo Echeveste (FAccT, 2025)