Juan Felipe Gómez

15 papers A* 3B 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimal conversion from Rényi Differential Privacy to
CoRR
Anneliese Riess, Juan Felipe Gómez, Flávio du Pin Calmon, Julia Anne Schnabel, Georgios Kaissis
2026 J jnl
Step-resolved data attribution for looped transformers.
CoRR
Georgios Kaissis, David Mildenberger, Juan Felipe Gómez, Martin J. Menten, Eleni Triantafillou
2025 J jnl
(ϵ, δ) Considered Harmful: Best Practices for Reporting Differential Privacy Guarantees.
CoRR
Juan Felipe Gómez, Bogdan Kulynych, Georgios Kaissis, Jamie Hayes, Borja Balle, Antti Honkela
2025 J jnl
Optimal Additive Noise Mechanisms for Differential Privacy.
CoRR
Atefeh Gilani, Juan Felipe Gómez, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar
2025 A* conf
Optimizing Noise Distributions for Differential Privacy.
ICML
Atefeh Gilani, Juan Felipe Gómez, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar
2025 J jnl
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy.
CoRR
Bogdan Kulynych, Juan Felipe Gómez, Georgios Kaissis, Jamie Hayes, Borja Balle, Flávio P. Calmon, Jean Louis Raisaro
2024 — conf
Algorithmic Arbitrariness in Content Moderation.
FAccT
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
2024 J jnl
Algorithmic Arbitrariness in Content Moderation.
CoRR
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
2024 A* conf
Attack-Aware Noise Calibration for Differential Privacy.
NeurIPS
Bogdan Kulynych, Juan Felipe Gómez, Georgios Kaissis, Flávio P. Calmon, Carmela Troncoso
2024 J jnl
Attack-Aware Noise Calibration for Differential Privacy.
CoRR
Bogdan Kulynych, Juan Felipe Gómez, Georgios Kaissis, Flávio du Pin Calmon, Carmela Troncoso
2023 B conf
Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime.
ISIT
Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar
2023 B conf
Schrödinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity.
ISIT
Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar
2023 A* conf
The Saddle-Point Method in Differential Privacy.
ICML
Wael Alghamdi, Juan Felipe Gómez, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar
2022 J jnl
The Saddle-Point Accountant for Differential Privacy.
CoRR
Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar, Fei Wei
2019 — conf
A Constellation of Horrors: Analysis and Visualization of the #Cuéntalo Movement.
WWW (Companion Volume)
Maria Soledad Bucalo, Luz Calvo, Fernando M. Cucchietti, David Garcia Povedano, Artur García-Sáez, Juan Felipe Gómez, Camilo Arcadio González, Guillermo Marin, Irene Meta, Patricio Reyes, Feliu Serra, Diana Fernanda Vélez