249 citations
- Seoul National UniversityKR12 papers
- Korea Institute for Advanced StudyKR9 papers
- Sungkyunkwan UniversityKR7 papers
- Korea Advanced Institute of Science and TechnologyKR6 papers
- Institute for Basic ScienceKR5 papers
- Hankuk University of Foreign StudiesKR4 papers
- Novo Nordisk (Denmark)DK4 papers
- Pohang University of Science and TechnologyKR4 papers
- Umeå UniversitySE4 papers
- Yonsei UniversityKR4 papers
- Hanyang UniversityKR3 papers
- Korea Institute of Science & Technology InformationKR3 papers
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2021★ 6 cited
What is Wrong with One-Class Anomaly Detection?
JuneKyu Park, Jeong-Hyeon Moon, Namhyuk Ahn +1
From a safety perspective, a machine learning method embedded in real-world applications is required to distinguish irregular situations. For this reason, there has been a growing…
cs.LG2020★ 12 cited
Fast and Accurate Pseudoinverse with Sparse Matrix Reordering and Incremental Approach
Jinhong Jung, Lee Sael
How can we compute the pseudoinverse of a sparse feature matrix efficiently and accurately for solving optimization problems? A pseudoinverse is a generalization of a matrix invers…
cs.LG2020★ 4 cited
Active Learning with Multiple Kernels
Songnam Hong, Jeongmin Chae
Online multiple kernel learning (OMKL) has provided an attractive performance in nonlinear function learning tasks. Leveraging a random feature approximation, the major drawback of…