| 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 | 11 | 2016 |
| An upper bound for random measurement error in causal discovery T Blom, A Klimovskaia, S Magliacane, JM Mooij arXiv preprint arXiv:1810.07973, 2018 | 7 | 2018 |
| 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 | 6 | 2019 |
| Compositional perturbation autoencoder for single-cell response modeling M Lotfollahi, AK Susmelj, C De Donno, Y Ji, IL Ibarra, FA Wolf, ... bioRxiv, 2021 | 1 | 2021 |
| Causal Discovery in the Presence of Measurement Error. T Blom, A Klimovskaia, S Magliacane, JM Mooij UAI, 570-579, 2018 | 1 | 2018 |
| 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 |
David Lopez-PazResearch Scientist, Facebook AI ParisVerified email at fb.com
