8 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.CR2022★ 8 cited
AESPA: Accuracy Preserving Low-degree Polynomial Activation for Fast Private Inference
Jaiyoung Park, Michael Jaemin Kim, Wonkyung Jung +1
Hybrid private inference (PI) protocol, which synergistically utilizes both multi-party computation (MPC) and homomorphic encryption, is one of the most prominent techniques for PI…
cs.LG2021
Generalized Linear Tree Space Nearest Neighbor
Michael Kim
We present a novel method of stacking decision trees by projection into an ordered time split out-of-fold (OOF) one nearest neighbor (1NN) space. The predictions of these one neare…
quant-ph2016
Developing Quantum Annealer Driven Data Discovery
Joseph Dulny, Michael Kim
Machine learning applications are limited by computational power. In this paper, we gain novel insights into the application of quantum annealing (QA) to machine learning (ML) thro…