High-dimensional covariance matrix estimators on simulated portfolios with complex structures

Authors: García-Medina, Andrés

Subject Terms: Quantitative Finance - Computational Finance, Physics - Physics and Society

Access URL: http://arxiv.org/abs/2412.08756

DP-Auditorium: A Large-Scale Library for Auditing Differential Privacy

Authors: Kong, William, Medina, Andres Munoz, Ribero, Monica, Syed, Umar

Source: 2024 IEEE Symposium on Security and Privacy (SP) SP Symposium on Security and Privacy (SP), 2024 IEEE. :110-126 May, 2024

Relation: 2024 IEEE Symposium on Security and Privacy (SP)

Auditing Privacy Mechanisms via Label Inference Attacks

Authors: Busa-Fekete, Róbert István, Dick, Travis, Gentile, Claudio, Medina, Andrés Muñoz, Smith, Adam, Swanberg, Marika

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2406.02797

Predicting motifs and secondary structure of steroid aptamers using APTANI

Authors: Medina, Andres, Takayama, Andrew, Mohapatra, Ankita, Pecic, Stevan

Source: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC) Computing and Communication Workshop and Conference (CCWC), 2023 IEEE 13th Annual. :1163-1166 Mar, 2023

Relation: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)

Identification of Motifs in Aptamers Using MEME Analysis to aid design of Aptasensors

Authors: Takayama, Andrew, Medina, Andres, Pecic, Stevan, Mohapatra, Ankita

Source: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC) Computing and Communication Workshop and Conference (CCWC), 2023 IEEE 13th Annual. :1159-1162 Mar, 2023

Relation: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)

Differentially Private Optimization for Non-Decomposable Objective Functions

Authors: Kong, Weiwei, Medina, Andrés Muñoz, Ribero, Mónica

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2310.03104

DP-Auditorium: a Large Scale Library for Auditing Differential Privacy

Authors: Kong, William, Medina, Andrés Muñoz, Ribero, Mónica, Syed, Umar

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2307.05608

Random matrix theory and nested clustered portfolios on Mexican markets

Authors: García-Medina, Andrés, Rodriguéz-Camejo, Benito

Subject Terms: Quantitative Finance - Statistical Finance, Physics - Physics and Society, Quantitative Finance - Portfolio Management

Access URL: http://arxiv.org/abs/2306.05667

Private and Communication-Efficient Algorithms for Entropy Estimation

Authors: Bravo-Hermsdorff, Gecia, Busa-Fekete, Róbert, Ghavamzadeh, Mohammad, Medina, Andres Muñoz, Syed, Umar

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Information Theory, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2305.07751

Measuring Re-identification Risk

Authors: Carey, CJ, Dick, Travis, Epasto, Alessandro, Javanmard, Adel, Karlin, Josh, Kumar, Shankar, Medina, Andres Munoz, Mirrokni, Vahab, Nunes, Gabriel Henrique, Vassilvitskii, Sergei, Zhong, Peilin

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2304.07210

Easy Learning from Label Proportions

Authors: Busa-Fekete, Robert Istvan, Choi, Heejin, Dick, Travis, Gentile, Claudio, medina, Andres Munoz

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2302.03115

Differentially Private Continual Releases of Streaming Frequency Moment Estimations

Authors: Epasto, Alessandro, Mao, Jieming, Medina, Andres Munoz, Mirrokni, Vahab, Vassilvitskii, Sergei, Zhong, Peilin

Subject Terms: Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2301.05605

Two-step estimators of high dimensional correlation matrices

Authors: García-Medina, Andrés, Miccichè, Salvatore, Mantegna, Rosario N.

Subject Terms: Statistics - Methodology, Physics - Physics and Society

Access URL: http://arxiv.org/abs/2212.14650

Smooth Anonymity for Sparse Graphs

Authors: Epasto, Alessandro, Esfandiari, Hossein, Mirrokni, Vahab, Medina, Andres Munoz

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.06358

A Joint Exponential Mechanism For Differentially Private Top-$k$

Authors: Gillenwater, Jennifer, Joseph, Matthew, Medina, Andrés Muñoz, Ribero, Mónica

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2201.12333

Statistical anonymity: Quantifying reidentification risks without reidentifying users

Authors: Bravo-Hermsdorff, Gecia, Busa-Fekete, Robert, Gunderson, Lee M., Medina, Andrés Munõz, Syed, Umar

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Cryptography and Security, Computer Science - Computers and Society, Computer Science - Databases, Statistics - Computation

Access URL: http://arxiv.org/abs/2201.12306

What drives bitcoin? An approach from continuous local transfer entropy and deep learning classification models

Authors: García-Medina, Andrés, Huynh3, Toan Luu Duc

Subject Terms: Quantitative Finance - Statistical Finance

Access URL: http://arxiv.org/abs/2109.01214

Passive surveillance for shrimp pathogens in Penaeus vannamei submitted from 3 regions of Latin America

Authors: Intriago, Pablo, Medina, Andrés, Cercado, Nicole, Arteaga, Kelly, Montenegro, Alejandra, Burgos, Milena, Espinoza, Jorge, Brock, James A., McIntosh, Robins, Flegel, Tim

Source: In Aquaculture Reports June 2024 36

Potential evolutionary advantage of a dissociative search mechanism in DNA mismatch repair

Authors: Crocker, Kyle, London, James, Medina, Andrés, Fishel, Richard, Bundschuh, Ralf

Source: Phys. Rev. E 103, 052404 (2021)

Subject Terms: Quantitative Biology - Subcellular Processes, Physics - Biological Physics

Access URL: http://arxiv.org/abs/2012.09844

Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism

Authors: Medina, Andrés Muñoz, Gillenwater, Jenny

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2010.04235