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Michal Klein
Michal Klein
Dirección de correo verificada de apple.com
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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
6102022
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
5162022
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
2582021
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
522024
Mapping cells through time and space with moscot
D Klein, G Palla, M Lange, M Klein, Z Piran, M Gander, ...
Nature, 1-11, 2025
372025
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
35*2024
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
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
18*2022
Mapping lineage-traced cells across time points with moslin
M Lange, Z Piran, M Klein, B Spanjaard, D Klein, JP Junker, FJ Theis, ...
Genome Biology 25 (1), 277, 2024
92024
Learning elastic costs to shape monge displacements
M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
7*2024
Defining and benchmarking open problems in single-cell analysis
MD Luecken, S Gigante, DB Burkhardt, R Cannoodt, DC Strobl, ...
Research Square, 2024
62024
Multimodal autoregressive pre-training of large vision encoders
E Fini, M Shukor, X Li, P Dufter, M Klein, D Haldimann, S Aitharaju, ...
arXiv preprint arXiv:2411.14402, 2024
42024
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
Z Piran, M Klein, J Thornton, M Cuturi
arXiv preprint arXiv:2405.19532, 2024
42024
Progressive entropic optimal transport solvers
P Kassraie, AA Pooladian, M Klein, J Thornton, J Niles-Weed, M Cuturi
Advances in Neural Information Processing Systems 37, 19561-19590, 2025
32025
Unbalanced low-rank optimal transport solvers
M Scetbon, M Klein, G Palla, M Cuturi
Advances in Neural Information Processing Systems 36, 52312-52325, 2023
32023
Simple reflow: Improved techniques for fast flow models
B Kim, YG Hsieh, M Klein, M Cuturi, JC Ye, B Kawar, J Thornton
arXiv preprint arXiv:2410.07815, 2024
22024
Controlling Language and Diffusion Models by Transporting Activations
P Rodriguez, A Blaas, M Klein, L Zappella, N Apostoloff, M Cuturi, X Suau
arXiv preprint arXiv:2410.23054, 2024
12024
Multivariate Conformal Prediction using Optimal Transport
M Klein, L Bethune, E Ndiaye, M Cuturi
arXiv preprint arXiv:2502.03609, 2025
2025
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
Controlling Language and Diffusion Models by Transporting Activations
PR López, A Blaas, M Klein, L Zappella, N Apostoloff, M Cuturi, X Suau
CoRR, 2024
2024
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Artículos 1–20