팔로우
Mario Diaz
Mario Diaz
Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas, UNAM
sigma.iimas.unam.mx의 이메일 확인됨 - 홈페이지
제목
인용
인용
연도
Estimation efficiency under privacy constraints
S Asoodeh, M Diaz, F Alajaji, T Linder
IEEE Transactions on Information Theory, 2018
912018
Information extraction under privacy constraints
S Asoodeh, M Diaz, F Alajaji, T Linder
Information 7 (1), 15, 2016
822016
On the robustness of information-theoretic privacy measures and mechanisms
M Diaz, H Wang, FP Calmon, L Sankar
IEEE Transactions on Information Theory 66 (4), 1949-1978, 2019
562019
An information-theoretic view of generalization via Wasserstein distance
H Wang, M Diaz, JCS Santos Filho, FP Calmon
2019 IEEE International Symposium on Information Theory (ISIT), 577-581, 2019
53*2019
A tunable loss function for binary classification
T Sypherd, M Diaz, L Sankar, P Kairouz
2019 IEEE international symposium on information theory (ISIT), 2479-2483, 2019
352019
To split or not to split: The impact of disparate treatment in classification
H Wang, H Hsu, M Diaz, FP Calmon
IEEE Transactions on Information Theory 67 (10), 6733-6757, 2021
322021
Privacy-aware guessing efficiency
S Asoodeh, M Diaz, F Alajaji, T Linder
2017 ieee international symposium on information theory (isit), 754-758, 2017
262017
A tunable loss function for robust classification: Calibration, landscape, and generalization
T Sypherd, M Diaz, JK Cava, G Dasarathy, P Kairouz, L Sankar
IEEE Transactions on Information Theory 68 (9), 6021-6051, 2022
242022
Privacy amplification of iterative algorithms via contraction coefficients
S Asoodeh, M Diaz, FP Calmon
2020 IEEE International Symposium on Information Theory (ISIT), 896-901, 2020
172020
The utility cost of robust privacy guarantees
H Wang, M Diaz, FP Calmon, L Sankar
2018 IEEE International Symposium on Information Theory (ISIT), 706-710, 2018
172018
On the global fluctuations of block Gaussian matrices
M Diaz, JA Mingo, ST Belinschi
Probability Theory and Related Fields 176 (1), 599-648, 2020
82020
Privacy analysis of online learning algorithms via contraction coefficients
S Asoodeh, M Diaz, FP Calmon
International Symposium on Information Theory, 1, 2020
82020
On the capacity of block multiantenna channels
M Diaz, V Pérez-Abreu
IEEE Transactions on Information Theory 63 (8), 5286-5298, 2017
82017
On the α-loss landscape in the logistic model
T Sypherd, M Diaz, L Sankar, G Dasarathy
2020 IEEE International Symposium on Information Theory (ISIT), 2700-2705, 2020
72020
Fluctuations for matrix-valued Gaussian processes
M Diaz, A Jaramillo, JC Pardo
Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 58 (4 …, 2022
62022
Lower bounds for the MMSE via neural network estimation and their applications to privacy
M Diaz, P Kairouz, L Sankar
arXiv preprint arXiv:2108.12851, 2021
6*2021
Neural Network-based Estimation of the MMSE
M Diaz, P Kairouz, J Liao, L Sankar
2021 IEEE International Symposium on Information Theory (ISIT), 1023-1028, 2021
42021
On the inevitability of the Rashomon effect
LM Paes, R Cruz, FP Calmon, M Diaz
2023 IEEE International Symposium on Information Theory (ISIT), 549-554, 2023
32023
On the analytic structure of second-order non-commutative probability spaces and functions of bounded Fréchet variation
M Diaz, JA Mingo
Random Matrices: Theory and Applications 12 (01), 2250044, 2023
32023
The impact of split classifiers on group fairness
H Wang, H Hsu, M Diaz, FP Calmon
2021 IEEE International Symposium on Information Theory (ISIT), 3179-3184, 2021
32021
현재 시스템이 작동되지 않습니다. 나중에 다시 시도해 주세요.
학술자료 1–20