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Jay S. Stanley III
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Quantifying the effect of experimental perturbations at single-cell resolution
DB Burkhardt, JS Stanley III, A Tong, AL Perdigoto, SA Gigante, ...
Nature biotechnology 39 (5), 619-629, 2021
145*2021
Manifold learning-based methods for analyzing single-cell RNA-sequencing data
KR Moon, JS Stanley III, D Burkhardt, D van Dijk, G Wolf, S Krishnaswamy
Current Opinion in Systems Biology 7, 36-46, 2018
1432018
Geometry-Based Data Generation
O Lindenbaum, JS Stanley III, G Wolf, S Krishnaswamy
NeurIPS 2018, 2018
282018
Multiway graph signal processing on tensors: Integrative analysis of irregular geometries
JS Stanley, EC Chi, G Mishne
IEEE signal processing magazine 37 (6), 160-173, 2020
222020
Harmonic alignment
JS Stanley III, S Gigante, G Wolf, S Krishnaswamy
Proceedings of the 2020 SIAM International Conference on Data Mining, 316-324, 2020
18*2020
Interpretable neuron structuring with graph spectral regularization
A Tong, D van Dijk, JS Stanley III, M Amodio, K Yim, R Muhle, J Noonan, ...
Advances in Intelligent Data Analysis XVIII: 18th International Symposium on …, 2020
10*2020
Compressed diffusion
S Gigante, JS Stanley, N Vu, D van Dijk, KR Moon, G Wolf, ...
2019 13th International conference on Sampling Theory and Applications …, 2019
62019
Enhancing experimental signals in single-cell RNA-sequencing data using graph signal processing. bioRxiv 532846 [Preprint]. 28 January 2019
DB Burkhardt, JS Stanley III, AL Perdigoto, SA Gigante, KC Herold, G Wolf, ...
6
Gene trajectory inference for single-cell data by optimal transport metrics
R Qu, X Cheng, E Sefik, JS Stanley III, B Landa, F Strino, S Platt, ...
Nature Biotechnology, 1-11, 2024
22024
Vertex-Frequency Clustering
DB Burkhardt, JS Stanley III, G Wolf, S Krishnaswamy
2019 IEEE Data Science Workshop (DSW), 145-149, 2019
12019
Multi-way Graph Signal Processing on Tensors
JS Stanley III, EC Chi, G Mishne
IEEE SIGNAL PROCESSING MAGAZINE 1053 (5888/20), 2020
2020
Geometric Data Organization: Algorithms and Applications
JS Stanley III
Yale University, 2020
2020
Manifold Alignment via Feature Correspondence
JS Stanley III, G Wolf, S Krishnaswamy
2018
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Articles 1–13