Spencer Giddens

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Minimum Mean Squared Error

Homomorphic Encryption

Empirical Risk Minimization

Top Venues

J. Am. Medical Informatics Assoc.

IEEE Trans. Aerosp. Electron. Syst.

Publications

Henian Chen, Jinyong Pang, Yayi Zhao, Spencer Giddens, Joseph Ficek, Matthew J. Valente, Biwei Cao, Ellen Daley
A data-driven approach to choosing privacy parameters for clinical trial data sharing under differential privacy. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning. CoRR (2023)
Spencer Giddens, Fang Liu
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning. CoRR (2023)
Chad Josephson, Spencer Giddens, Erik Perrins, Willie K. Harrison, Michael Rice
Estimators for Space-Time Block-Coded ARTM CPM in Aeronautical Mobile Telemetry. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Spencer Giddens, Marco A. C. Gomes, João P. Vilela, José Luís Santos, Willie K. Harrison
Enumeration of the Degree Distribution Space for Finite Block Length LDPC Codes. ICC (2021)