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Dmitry Kobak
Dmitry Kobak
University of Tübingen
Подтвержден адрес электронной почты в домене uni-tuebingen.de - Главная страница
Название
Процитировано
Процитировано
Год
The art of using t-SNE for single-cell transcriptomics
D Kobak, P Berens
Nature Communications 10 (1), 5416, 2019
10392019
Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset
A Karlinsky, D Kobak
eLife 10, e69336, 2021
810*2021
Demixed principal component analysis of neural population data
D Kobak, W Brendel, C Constantinidis, CE Feierstein, A Kepecs, ...
eLife 5, e10989, 2016
5662016
A multimodal cell census and atlas of the mammalian primary motor cortex
Principal manuscript editors, Analysis coordination, ...
Nature 598 (7879), 86-102, 2021
3782021
Initialization is critical for preserving global data structure in both t-SNE and UMAP
D Kobak, GC Linderman
Nature Biotechnology 39 (2), 156-157, 2021
358*2021
Phenotypic variation of transcriptomic cell types in mouse motor cortex
F Scala, D Kobak, M Bernabucci, Y Bernaerts, CR Cadwell, JR Castro, ...
Nature 598 (7879), 144-150, 2021
3082021
Distributed and mixed information in monosynaptic inputs to dopamine neurons
J Tian, R Huang, JY Cohen, F Osakada, D Kobak, CK Machens, ...
Neuron 91 (6), 1374-1389, 2016
2652016
Layer 4 of mouse neocortex differs in cell types and circuit organization between sensory areas
F Scala, D Kobak, S Shan, Y Bernaerts, S Laturnus, CR Cadwell, ...
Nature Communications 10 (1), 1-12, 2019
1922019
The optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization
D Kobak, J Lomond, B Sanchez
Journal of Machine Learning Research 21 (169), 1-16, 2020
1472020
Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data
J Lause, P Berens, D Kobak
Genome Biology 22, 1-20, 2021
1452021
Attraction-repulsion spectrum in neighbor embeddings
JN Böhm, P Berens, D Kobak
Journal of Machine Learning Research 23 (95), 1-32, 2022
102*2022
Patch-seq: Past, present, and future
M Lipovsek, C Bardy, CR Cadwell, K Hadley, D Kobak, SJ Tripathy
Journal of Neuroscience 41 (5), 937-946, 2021
942021
Excess mortality reveals Covid's true toll in Russia
D Kobak
Significance 18 (1), 16, 2021
802021
Integer percentages as electoral falsification fingerprints
D Kobak, S Shpilkin, MS Pshenichnikov
The Annals of Applied Statistics 10 (1), 54-73, 2016
712016
Statistical fingerprints of electoral fraud?
D Kobak, S Shpilkin, MS Pshenichnikov
Significance 13 (4), 20-23, 2016
60*2016
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations
D Kobak, G Linderman, S Steinerberger, Y Kluger, P Berens
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
552019
Cell type composition and circuit organization of clonally related excitatory neurons in the juvenile mouse neocortex
CR Cadwell, F Scala, PG Fahey, D Kobak, S Mulherkar, FH Sinz, ...
eLife 9, e52951, 2020
51*2020
Statistical anomalies in 2011-2012 Russian elections revealed by 2D correlation analysis
D Kobak, S Shpilkin, MS Pshenichnikov
arXiv preprint arXiv:1205.0741, 2012
50*2012
A systematic evaluation of interneuron morphology representations for cell type discrimination
S Laturnus, D Kobak, P Berens
Neuroinformatics 18, 591-609, 2020
362020
The landscape of biomedical research
R González-Márquez, L Schmidt, BM Schmidt, P Berens, D Kobak
Patterns 5 (6), 2024
332024
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Статьи 1–20