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Achille Nazaret
Achille Nazaret
PhD student, Columbia University
Verified email at columbia.edu
Title
Cited by
Cited by
Year
A Python library for probabilistic analysis of single-cell omics data
A Gayoso, R Lopez, G Xing, P Boyeau, V Valiollah Pour Amiri, J Hong, ...
Nature biotechnology 40 (2), 163-166, 2022
2502022
A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements
R Lopez, A Nazaret, M Langevin, J Samaran, J Regier, MI Jordan, ...
arXiv preprint arXiv:1905.02269, 2019
772019
Stochastic flows and geometric optimization on the orthogonal group
K Choromanski, D Cheikhi, J Davis, V Likhosherstov, A Nazaret, ...
International Conference on Machine Learning, 1918-1928, 2020
62020
A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements. arXiv [cs. LG]. 2019
R Lopez, A Nazaret, M Langevin, J Samaran, J Regier, MI Jordan
arXiv preprint arXiv:1905.02269, 1905
61905
Variational inference for infinitely deep neural networks
A Nazaret, D Blei
International Conference on Machine Learning, 16447-16461, 2022
52022
A large-scale observational study of the causal effects of a behavioral health nudge
A Nazaret, G Sapiro
Science Advances 9 (38), eadi1752, 2023
32023
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
M Chevalley, J Sackett-Sanders, Y Roohani, P Notin, A Bakulin, ...
arXiv preprint arXiv:2308.15395, 2023
32023
Starfysh reveals heterogeneous spatial dynamics in the breast tumor microenvironment
S He, Y Jin, A Nazaret, L Shi, X Chen, S Rampersaud, BS Dhillon, ...
bioRxiv, 2022.11. 21.517420, 2022
32022
Deep generative model deciphers derailed trajectories in acute myeloid leukemia
A Nazaret, JL Fan, VP Lavallee, AE Cornish, V Kiseliovas, I Masilionis, ...
bioRxiv, 2023
22023
Modeling heart rate response to exercise with wearables data
A Nazaret, S Tonekaboni, G Darnell, S Ren, G Sapiro, A Miller
NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022
22022
Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor–immune hubs
S He, Y Jin, A Nazaret, L Shi, X Chen, S Rampersaud, BS Dhillon, ...
Nature Biotechnology, 1-13, 2024
2024
Physiological predictions using machine learning
A Miller, G Darnell, GR Sapiro, SS Tonekaboni, Y Ren, A Nazaret
US Patent App. 18/076,367, 2024
2024
Stable Differentiable Causal Discovery
A Nazaret, J Hong, E Azizi, D Blei
arXiv preprint arXiv:2311.10263, 2023
2023
Modeling personalized heart rate response to exercise and environmental factors with wearables data
A Nazaret, S Tonekaboni, G Darnell, SY Ren, G Sapiro, AC Miller
NPJ Digital Medicine 6 (1), 207, 2023
2023
BetterBoost-Inference of Gene Regulatory Networks with Perturbation Data
A Nazaret, J Hong
2023
On the Misspecification of Linear Assumptions in Synthetic Control
A Nazaret, C Shi, DM Blei
arXiv preprint arXiv:2302.12777, 2023
2023
Probabilistic basis decomposition for characterizing temporal dynamics of gene expression
A Nazaret, JL Fan, D Pe’er, E Azizi
gene expression 1 (2), 3, 0
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