papers
Publications (12)
cs.IT2018
On the Contractivity of Privacy Mechanisms
Mario Diaz, Lalitha Sankar, Peter Kairouz
math.PR2014
Random Matrix Systems with Block-Based Behavior and Operator-Valued Models
Mario Diaz, VÃctor Pérez-Abreu
math.PR2017
On the Global Fluctuations of Block Gaussian Matrices
Mario Diaz, James Mingo, Serban Belinschi
cs.IT2016
On the Symmetries and the Capacity Achieving Input Covariance Matrices of Multiantenna Channels
Mario Diaz
cs.IT2018
On the Noise-Information Separation of a Private Principal Component Analysis Scheme
Mario Diaz, Shahab Asoodeh, Fady Alajaji +3
cs.IT2016
Information Extraction Under Privacy Constraints
Shahab Asoodeh, Mario Diaz, Fady Alajaji +1
cs.IT2018
Estimation Efficiency Under Privacy Constraints
Shahab Asoodeh, Mario Diaz, Fady Alajaji +1
cs.IT2017
Privacy-Aware Guessing Efficiency
Shahab Asoodeh, Mario Diaz, Fady Alajaji +1
math.PR2014
On Random Operator-Valued Matrices: Operator-Valued Semicircular Mixtures and Central Limit Theorem
Mario Diaz
cs.IT2018
The Utility Cost of Robust Privacy Guarantees
Hao Wang, Mario Diaz, Flavio P. Calmon +1
cs.IT2017
On the Capacity of Block Multiantenna Channels
Mario Diaz, VÃctor Pérez-Abreu
cs.LG2019
A Tunable Loss Function for Binary Classification
Tyler Sypherd, Mario Diaz, Lalitha Sankar +1