41 citations · 203 across the 38 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.LG2015★ 4 cited
The Automatic Statistician: A Relational Perspective
Yunseong Hwang, Anh Tong, Jaesik Choi
Gaussian Processes (GPs) provide a general and analytically tractable way of modeling complex time-varying, nonparametric functions. The Automatic Bayesian Covariance Discovery (AB…
cs.IT2015
Improving Imprecise Compressive Sensing Models
Dongeun Lee, Rafael Lima, Jaesik Choi
Random sampling in compressive sensing (CS) enables the compression of large amounts of input signals in an efficient manner, which is useful for many applications. CS reconstructs…
cs.CR2015★ 2 cited
Learning Execution Contexts from System Call Distributions for Intrusion Detection in Embedded Systems
Man-Ki Yoon, Sibin Mohan, Jaesik Choi +2
Existing techniques used for intrusion detection do not fully utilize the intrinsic properties of embedded systems. In this paper, we propose a lightweight method for detecting ano…