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Books and Theses
- 2023
[b1]Carlos Pinzón:
Exploring fairness and privacy in machine learning. (Exploring fairness and privacy in machine learning). École Polytechnique, Palaiseau, France, 2023
Journal Articles
- 2024
- [j1]Carlos Pinzón
, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia:
On the incompatibility of accuracy and equal opportunity. Mach. Learn. 113(5): 2405-2434 (2024)
Conference and Workshop Papers
- 2023
- [c8]Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs:
Frequency Estimation of Evolving Data Under Local Differential Privacy. EDBT 2023: 512-525 - [c7]Sebastian Simon, Cezara Petrui, Carlos Pinzón, Catuscia Palamidessi:
Obfuscation Padding Schemes that Minimize Rényi Min-Entropy for Privacy. ISPEC 2023: 74-90 - 2022
- [c6]Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia:
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints. AAAI 2022: 7993-8000 - [c5]Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. AFCP 2022: 7-22 - 2021
- [c4]Carlos Pinzón, Santiago Quintero, Sergio Ramírez, Frank Valencia:
Computing Distributed Knowledge as the Greatest Lower Bound of Knowledge. RAMiCS 2021: 413-432 - 2020
- [c3]Carlos Pinzón, Camilo Rocha, Jorge Finke:
Algorithmic Analysis of Blockchain Efficiency with Communication Delay. FASE 2020: 400-419 - 2019
- [c2]Nicolás Aristizabal, Carlos Pinzón, Camilo Rueda, Frank Valencia:
Make Puzzles Great Again. The Art of Modelling Computational Systems 2019: 442-459 - 2016
- [c1]Carlos Pinzón, Camilo Rocha:
Double-spend Attack Models with Time Advantange for Bitcoin. CLEI Selected Papers 2016: 79-103
Informal and Other Publications
- 2023
- [i8]Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi:
Causal Discovery Under Local Privacy. CoRR abs/2311.04037 (2023) - 2022
- [i7]Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. CoRR abs/2206.06685 (2022) - [i6]Sebastian Simon, Cezara Petrui, Carlos Pinzón, Catuscia Palamidessi:
Minimizing Information Leakage under Padding Constraints. CoRR abs/2209.04379 (2022) - [i5]Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs:
Frequency Estimation of Evolving Data Under Local Differential Privacy. CoRR abs/2210.00262 (2022) - [i4]Santiago Quintero, Carlos Pinzón, Sergio Ramírez, Frank Valencia:
On the Computation of Distributed Knowledge as the Greatest Lower Bound of Knowledge. CoRR abs/2210.08128 (2022) - [i3]Carlos Pinzón, Santiago Quintero, Sergio Ramírez, Camilo Rueda, Frank Valencia:
Counting and Computing Join-Endomorphisms in Lattices (Revisited). CoRR abs/2211.00781 (2022) - 2021
- [i2]Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia:
On the impossibility of non-trivial accuracy under fairness constraints. CoRR abs/2107.06944 (2021) - 2019
- [i1]Carlos Pinzón, Camilo Rocha, Jorge Finke:
A Random Network Model for the Analysis of Blockchain Designs with Communication Delay. CoRR abs/1909.06435 (2019)
Coauthor Index
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