Anna Klimovskaia Susmelj
Anna Klimovskaia Susmelj
Swiss Data Science Center, Facebook AI Research
Geverifieerd e-mailadres voor klimovsky.ru
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Poincaré Maps for Analyzing Complex Hierarchies in Single-Cell Data
MN A Klimovskaia, D Lopez-Paz, L Bottou
Nature Communications 11 (1), 1--9, 2019
28*2019
Sparse regression based structure learning of stochastic reaction networks from single cell snapshot time series
A Klimovskaia, S Ganscha, M Claassen
PLoS computational biology 12 (12), e1005234, 2016
112016
An upper bound for random measurement error in causal discovery
T Blom, A Klimovskaia, S Magliacane, JM Mooij
arXiv preprint arXiv:1810.07973, 2018
72018
Comprehensive characterization of ureagenesis in the spfash mouse, a model of human ornithine transcarbamylase deficiency, reveals age‐dependency of …
G Allegri, S Deplazes, N Rimann, B Causton, T Scherer, JW Leff, ...
Journal of inherited metabolic disease 42 (6), 1064-1076, 2019
62019
Compositional perturbation autoencoder for single-cell response modeling
M Lotfollahi, AK Susmelj, C De Donno, Y Ji, IL Ibarra, FA Wolf, ...
bioRxiv, 2021
12021
Causal Discovery in the Presence of Measurement Error.
T Blom, A Klimovskaia, S Magliacane, JM Mooij
UAI, 570-579, 2018
12018
Learning interpretable cellular responses to complex perturbations in high-throughput screens
M Lotfollahi, A Klimovskaia, C De Donno, Y Ji, IL Ibarra, FA Wolf, ...
bioRxiv, 2021
2021
3 Identification of mechanisms of fractional killing in TRAIL-induced apoptosis from mass cytometry time series snapshots
A Klimovskaia, M Ko, GP Nolan, M Claassen
Identification of causal mechanisms of cell variability in signaling …, 2019
2019
4 Causal learning of signaling pathways from single-cell time series snapshots
A Klimovskaia, S Magliacane, S Ganscha, F Radler, M Claassen
Identification of causal mechanisms of cell variability in signaling …, 2019
2019
Identification of causal mechanisms of cell variability in signaling networks from single-cell time series snapshots
A Klimovskaia
ETH Zurich, 2019
2019
Beyond structural causal models: Causal constraints models
T Blom, S Bongers, JM Mooij, P Forr, JM Mooij, S Magliacane, ...
Proceedings of the 35th Annual Conference on {U} ncertainty in {A} rtificial …, 2018
2018
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Artikelen 1–11