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Iterative sketching for secure coded regression
Linear regression is a fundamental and primitive problem in supervised machine learning,
with applications ranging from epidemiology to finance. In this work, we propose methods for …
with applications ranging from epidemiology to finance. In this work, we propose methods for …
Analog Multi-Party Computing: Locally Differential Private Protocols for Collaborative Computations
We consider a fully-decentralized scenario in which no central trusted entity exists and all
clients are honest-but-curious. The state-of-the-art approaches to this problem often rely on …
clients are honest-but-curious. The state-of-the-art approaches to this problem often rely on …
Coding theory and randomized sketching for distributed optimization
N Charalambides - 2023 - search.proquest.com
With the advent of massive datasets, distributed techniques for processing information and
carrying out computations are expected to enable exceptional possibilities for engineering …
carrying out computations are expected to enable exceptional possibilities for engineering …
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise
We consider the problem of private distributed multiparty computation. It is well-established
that coding strategies can enable perfect information-theoretic privacy in distributed …
that coding strategies can enable perfect information-theoretic privacy in distributed …
An Updated Research Vision of the Next Generation Network After Several Years on the 6G Journey
P Vetter - IEEE BITS the Information Theory Magazine, 2023 - ieeexplore.ieee.org
Significant progress has been made since the research community explicitly started defining
a vision for 6th generation network (6G). The goal of the this article is to revisit research …
a vision for 6th generation network (6G). The goal of the this article is to revisit research …