Theo dõi
Rebekka Burkholz
Rebekka Burkholz
CISPA Helmholtz Center for Information Security
Email được xác minh tại cispa.de - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
GRAND: a database of gene regulatory network models across human conditions
M Ben Guebila, CM Lopes-Ramos, D Weighill, AR Sonawane, R Burkholz, ...
Nucleic Acids Research 50 (D1), D610-D621, 2022
742022
International crop trade networks: The impact of shocks and cascades
R Burkholz, F Schweitzer
Environmental research letters 14 (11), 114013, 2019
632019
Assessment of artificial intelligence in echocardiography diagnostics in differentiating takotsubo syndrome from myocardial infarction
F Laumer, D Di Vece, VL Cammann, M Würdinger, V Petkova, ...
JAMA cardiology 7 (5), 494-503, 2022
522022
Systemic risk in multiplex networks with asymmetric coupling and threshold feedback
R Burkholz, MV Leduc, A Garas, F Schweitzer
Physica D: Nonlinear Phenomena 323, 64-72, 2016
462016
On the existence of universal lottery tickets
R Burkholz, N Laha, R Mukherjee, A Gotovos
ICLR 2022, 2021
432021
Glycowork: A Python package for glycan data science and machine learning
L Thomès, R Burkholz, D Bojar
Glycobiology 31 (10), 1240-1244, 2021
402021
Initialization of relus for dynamical isometry
R Burkholz, A Dubatovka
NeurIPS 2019, 2019
402019
Using graph convolutional neural networks to learn a representation for glycans
R Burkholz, J Quackenbush, D Bojar
Cell Reports 35 (11), 2021
382021
How damage diversification can reduce systemic risk
R Burkholz, A Garas, F Schweitzer
Physical Review E 93 (4), 042313, 2016
362016
Plant'n'Seek: Can You Find the Winning Ticket?
J Fischer, R Burkholz
ICLR 2022, 2021
272021
The Network Zoo: a multilingual package for the inference and analysis of gene regulatory networks
M Ben Guebila, T Wang, CM Lopes-Ramos, V Fanfani, D Weighill, ...
Genome Biology 24 (1), 45, 2023
262023
Gene Regulatory Network Inference as Relaxed Graph Matching
D Weighill, MB Guebila, C Lopes-Ramos, K Glass, J Quackenbush, ...
AAAI 2021, 2020
262020
Why random pruning is all we need to start sparse
AH Gadhikar, S Mukherjee, R Burkholz
International Conference on Machine Learning, 10542-10570, 2023
252023
Most Activation Functions Can Win the Lottery Without Excessive Depth
R Burkholz
NeurIPS 2022, 2022
212022
Explicit size distributions of failure cascades redefine systemic risk on finite networks
R Burkholz, HJ Herrmann, F Schweitzer
Scientific reports 8 (1), 6878, 2018
212018
DRAGON: determining regulatory associations using graphical models on multi-omic networks
KH Shutta, D Weighill, R Burkholz, MB Guebila, DL DeMeo, HU Zacharias, ...
Nucleic Acids Research 51, 2023
20*2023
Improving 1-year mortality prediction in ACS patients using machine learning
S Weichwald, A Candreva, R Burkholz, R Klingenberg, L Räber, D Heg, ...
European Heart Journal Acute Cardiovascular Care 10 (8), 855-865, 2021
192021
Convolutional and Residual Networks Provably Contain Lottery Tickets
R Burkholz
ICML 2022, 2022
182022
Lottery tickets with nonzero biases
J Fischer, A Gadhikar, R Burkholz
arXiv preprint arXiv:2110.11150, 2021
182021
An online notebook resource for reproducible inference, analysis and publication of gene regulatory networks
M Ben Guebila, D Weighill, CM Lopes-Ramos, R Burkholz, RT Pop, ...
Nature methods 19 (5), 511-513, 2022
132022
Hệ thống không thể thực hiện thao tác ngay bây giờ. Hãy thử lại sau.
Bài viết 1–20