关注
Michal Klein
Michal Klein
在 apple.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Squidpy: a scalable framework for spatial omics analysis
G Palla, H Spitzer, M Klein, D Fischer, AC Schaar, LB Kuemmerle, ...
Nature methods 19 (2), 171-178, 2022
4252022
CellRank for directed single-cell fate mapping
M Lange, V Bergen, M Klein, M Setty, B Reuter, M Bakhti, H Lickert, ...
Nature methods 19 (2), 159-170, 2022
3912022
Integrated intra‐and intercellular signaling knowledge for multicellular omics analysis
D Türei, A Valdeolivas, L Gul, N Palacio‐Escat, M Klein, O Ivanova, ...
Molecular systems biology 17 (3), e9923, 2021
1972021
Scalable pre-training of large autoregressive image models
A El-Nouby, M Klein, S Zhai, MA Bautista, A Toshev, V Shankar, ...
arXiv preprint arXiv:2401.08541, 2024
212024
Mapping cells through time and space with moscot
D Klein, G Palla, M Lange, M Klein, Z Piran, M Gander, ...
bioRxiv, 2023.05. 11.540374, 2023
182023
Discovering ordinary differential equations that govern time-series
S Becker, M Klein, A Neitz, G Parascandolo, N Kilbertus
arXiv preprint arXiv:2211.02830, 2022
12*2022
Monge, bregman and occam: Interpretable optimal transport in high-dimensions with feature-sparse maps
M Cuturi, M Klein, P Ablin
arXiv preprint arXiv:2302.04065, 2023
102023
Squidpy: a scalable framework for spatial single cell 2 analysis
G Palla, H Spitzer, M Klein, D Fischer, A Christina, L Benedikt Kuemmerle, ...
BioRxiv, 2021
52021
Learning costs for structured monge displacements
M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi
arXiv preprint arXiv:2306.11895, 2023
42023
Unified fate mapping in multiview single-cell data
P Weiler, M Lange, M Klein, D Pe'er, F Theis
bioRxiv, 2023.07. 19.549685, 2023
42023
Mapping lineage-traced cells across time points with moslin
M Lange, Z Piran, M Klein, B Spanjaard, D Klein, JP Junker, FJ Theis, ...
bioRxiv, 2023.04. 14.536867, 2023
22023
CellRank 2: unified fate mapping in multiview single-cell data
P Weiler, M Lange, M Klein, D Pe’er, F Theis
Nature Methods, 1-10, 2024
12024
Unbalanced low-rank optimal transport solvers
M Scetbon, M Klein, G Palla, M Cuturi
Advances in Neural Information Processing Systems 36, 2024
12024
Progressive Entropic Optimal Transport Solvers
P Kassraie, AA Pooladian, M Klein, J Thornton, J Niles-Weed, M Cuturi
arXiv preprint arXiv:2406.05061, 2024
2024
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
Z Piran, M Klein, J Thornton, M Cuturi
arXiv preprint arXiv:2405.19532, 2024
2024
Defining and benchmarking open problems in single-cell analysis
MD Luecken, S Gigante, DB Burkhardt, R Cannoodt, DC Strobl, ...
Research Square, 2024
2024
Careful with that Scalpel: Improving Gradient Surgery with an EMA
YG Hsieh, J Thornton, E Ndiaye, M Klein, M Cuturi, P Ablin
arXiv preprint arXiv:2402.02998, 2024
2024
Learning Elastic Costs to Shape Monge Displacements
M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi
arXiv e-prints, arXiv: 2306.11895, 2023
2023
Self-Supervised Learning with the Matching Gap
Z Piran, M Klein, J Ramapuram, D Busbridge, S Villar, A Joulin
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