Sangkyun Lee

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引用	964	521
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14 件の論文

6 件の論文

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共著者

Katharina MorikProfessor of Computer Science, TU Dortmund University確認したメールアドレス: tu-dortmund.de
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of Wisconsin確認したメールアドレス: cs.wisc.edu
Nico PiatkowskiFraunhofer IAIS確認したメールアドレス: iais.fraunhofer.de
Malgorzata BogdanProfessor of Statistics, University of Wroclaw確認したメールアドレス: uwr.edu.pl
Pieter Mestdaghpostdoctoral fellow, Ghent University確認したメールアドレス: ugent.be
Katleen De Preterfull research professor, Ghent University確認したメールアドレス: ugent.be
Johannes KösterUniversity of Duisburg-Essen確認したメールアドレス: uni-due.de
Jörg RahnenführerTU Dortmund University確認したメールアドレス: statistik.tu-dortmund.de
Varesio LuigiIstituto Giannina Gaslini確認したメールアドレス: ospedale-gaslini.ge.it
Jan KosterGroupleader (PI) Bioinformatics, AUMC, location RDC確認したメールアドレス: amsterdamumc.nl
Shahab AsgharzadehAssociate Professor, University of Southern California確認したメールアドレス: chla.usc.edu
Michel LangTU Dortmund; LMU Munich確認したメールアドレス: statistik.tu-dortmund.de
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, Austria確認したメールアドレス: boku.ac.at
Christian BockermannProfessor @ HS Bochum University of Applied Sciences確認したメールアドレス: hs-bochum.de
Stallings RLEmeritus Professor of Cancer Genetics, RCSI University of Medicine and Health Sciences, Ireland確認したメールアドレス: rcsi.ie
Seung-Joon YiPusan National University確認したメールアドレス: pusan.ac.kr
Byoung-Tak ZhangProfessor of Computer Science, Cognitive Science, and Brain Science, Seoul National University確認したメールアドレス: bi.snu.ac.kr
Christian PoelitzMicrosoft Research確認したメールアドレス: tu-dortmund.de

フォロー

Sangkyun Lee

School of Cybersecurity, Korea University

確認したメールアドレス: korea.ac.kr - ホームページ

Artificial Intelligence AI Security Large-Scale Machine Learning Deep Learning Sparse Coding / High-Dimensional Model Select


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Mutational dynamics between primary and relapse neuroblastomas A Schramm, J Köster, Y Assenov, K Althoff, M Peifer, E Mahlow, ... Nature genetics 47 (8), 872-877, 2015	392	2015
Manifold identification in dual averaging for regularized stochastic online learning S Lee, SJ Wright The Journal of Machine Learning Research 13, 1705-1744, 2012	96	2012
Sparse portfolio selection via the sorted ℓ1-Norm PJ Kremer, S Lee, M Bogdan, S Paterlini Journal of Banking & Finance 110, 105687, 2020	82	2020
Spatio-temporal random fields: compressible representation and distributed estimation N Piatkowski, S Lee, K Morik Machine learning 93, 115-139, 2013	53	2013
Integer undirected graphical models for resource-constrained systems N Piatkowski, S Lee, K Morik Neurocomputing 173, 9-23, 2016	40	2016
Implementing algorithms for signal and image reconstruction on graphical processing units S Lee, SJ Wright	39	2008
Sensitivity to cdk1-inhibition is modulated by p53 status in preclinical models of embryonal tumors M Schwermer, S Lee, J Köster, T Van Maerken, H Stephan, A Eggert, ... Oncotarget 6 (17), 15425, 2015	38	2015
Knowledge discovery from complex high dimensional data S Lee, A Holzinger Solving Large Scale Learning Tasks. Challenges and Algorithms: Essays …, 2016	20	2016
Separable approximate optimization of support vector machines for distributed sensing S Lee, M Stolpe, K Morik ECML/PKDD, 387-402, 2012	15	2012
Structure learning of Gaussian Markov random fields with false discovery rate control S Lee, P Sobczyk, M Bogdan Symmetry 11 (10), 1311, 2019	13	2019
Robust selection of cancer survival signatures from high-throughput genomic data using two-fold subsampling S Lee, J Rahnenführer, M Lang, K De Preter, P Mestdagh, J Koster, ... PLoS One 9 (10), e108818, 2014	13	2014
Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets. J Lee, S Han, S Lee IJCAI, 710-716, 2022	12	2022
Hunt for unseen intrusion: Multi-head self-attention neural detector S Seo, S Han, J Park, S Shim, HE Ryu, B Cho, S Lee IEEE Access 9, 129635-129647, 2021	12	2021
Robust CNN compression framework for security-sensitive embedded systems J Lee, S Lee Applied Sciences 11 (3), 1093, 2021	12	2021
The mutational landscape of MYCN, Lin28b and ALKF1174L driven murine neuroblastoma mimics human disease B De Wilde, A Beckers, S Lindner, A Kristina, K De Preter, P Depuydt, ... Oncotarget 9 (9), 8334, 2017	12	2017
Anomaly Candidate Extraction and Detection for Automatic Quality Inspection of Metal Casting Products using High-Resolution Images SL Byeonggil Jung, Heegon You Journal of Manufacturing Systems, 2023	10	2023
The Integer Approximation of Undirected Graphical Models N Piatkowski, S Lee, K Morik International Conference on Pattern Recognition Applications and Methods, 2014	10	2014
Spatio-temporal models for sustainability N Piatkowski, S Lee, K Morik Proceedings of the SustKDD Workshop within ACM KDD, 2012	9	2012
Anomaly detection in multi-host environment based on federated hypersphere classifier J Kwon, B Jung, H Lee, S Lee Electronics 11 (10), 1529, 2022	8	2022
Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with the Ordered l1-Norm S Lee, D Brzyski, M Bogdan AISTATS; JMLR: W&CP 51, 2016	8	2016

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