Sangkyun Lee
Zitiert von
Zitiert von
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
Manifold identification in dual averaging for regularized stochastic online learning
S Lee, SJ Wright
The Journal of Machine Learning Research 13, 1705-1744, 2012
Sparse portfolio selection via the sorted ℓ1-Norm
PJ Kremer, S Lee, M Bogdan, S Paterlini
Journal of Banking & Finance 110, 105687, 2020
Spatio-temporal random fields: compressible representation and distributed estimation
N Piatkowski, S Lee, K Morik
Machine learning 93, 115-139, 2013
Implementing algorithms for signal and image reconstruction on graphical processing units
S Lee, SJ Wright
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
Integer undirected graphical models for resource-constrained systems
N Piatkowski, S Lee, K Morik
Neurocomputing 173, 9-23, 2016
Knowledge discovery from complex high dimensional data
S Lee, A Holzinger
Solving Large Scale Learning Tasks. Challenges and Algorithms: Essays …, 2016
Separable approximate optimization of support vector machines for distributed sensing
S Lee, M Stolpe, K Morik
ECML/PKDD, 387-402, 2012
Robust CNN compression framework for security-sensitive embedded systems
J Lee, S Lee
Applied Sciences 11 (3), 1093, 2021
Structure learning of Gaussian Markov random fields with false discovery rate control
S Lee, P Sobczyk, M Bogdan
Symmetry 11 (10), 1311, 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
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, 2018
The Integer Approximation of Undirected Graphical Models
N Piatkowski, S Lee, K Morik
International Conference on Pattern Recognition Applications and Methods, 2014
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
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
Spatio-temporal models for sustainability
N Piatkowski, S Lee, K Morik
Proceedings of the SustKDD Workshop within ACM KDD, 2012
ASSET: Approximate Stochastic Subgradient Estimation Training for Support Vector Machines.
S Lee, SJ Wright
International Conference on Pattern Recognition Applications and Methods …, 2012
Sparse nonlinear support vector machines via stochastic approximation
S Lee, SJ Wright
Univ. of Wisconsin Report, submitted, 2010
Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets.
J Lee, S Han, S Lee
IJCAI, 710-716, 2022
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