Guy Wolf
Title
Cited by
Cited by
Year
Recovering gene interactions from single-cell data using data diffusion
D Van Dijk, R Sharma, J Nainys, K Yim, P Kathail, AJ Carr, C Burdziak, ...
Cell 174 (3), 716-729. e27, 2018
702*2018
Visualizing structure and transitions in high-dimensional biological data
KR Moon, D van Dijk, Z Wang, S Gigante, DB Burkhardt, WS Chen, K Yim, ...
Nature biotechnology 37 (12), 1482-1492, 2019
283*2019
Exploring single-cell data with deep multitasking neural networks
M Amodio, D van Dijk, K Srinivasan, WS Chen, H Mohsen, KR Moon, ...
Nature Methods 16, 1139–1145, 2019
1132019
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
742018
Geometric scattering for graph data analysis
F Gao, G Wolf, M Hirn
Proceedings of the 36th International Conference on Machine Learning, PMLR …, 2019
442019
Quantifying the effect of experimental perturbations at single-cell resolution
DB Burkhardt, JS Stanley, A Tong, AL Perdigoto, SA Gigante, KC Herold, ...
Nature Biotechnology 39 (5), 619-629, 2021
35*2021
Scattering GCN: Overcoming oversmoothness in graph convolutional networks
Y Min, F Wenkel, G Wolf
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020
212020
Geometry-based data generation
O Lindenbaum, JS Stanley III, G Wolf, S Krishnaswamy
Advances in Neural Information Processing Systems 31 (NeurIPS 2018), 2018
202018
Diffusion-based kernel methods on Euclidean metric measure spaces
A Bermanis, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 41 (1), 190-213, 2016
172016
Approximately-isometric diffusion maps
M Salhov, A Bermanis, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 38 (3), 399-419, 2015
162015
Uncovering axes of variation among single-cell cancer specimens
WS Chen, N Zivanovic, D van Dijk, G Wolf, B Bodenmiller, ...
Nature methods 17 (3), 302-310, 2020
152020
Rigid motion model for audio source separation
G Wolf, S Mallat, S Shamma
IEEE Transactions on Signal Processing 64 (7), 1822-1831, 2015
152015
Structural and developmental principles of neuropil assembly in C. elegans
MW Moyle, KM Barnes, M Kuchroo, A Gonopolskiy, LH Duncan, ...
Nature 591 (7848), 99-104, 2021
132021
Linear-projection diffusion on smooth Euclidean submanifolds
G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 34 (1), 1-14, 2013
132013
Patch-to-tensor embedding
M Salhov, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis, 2011
132011
Cover-based bounds on the numerical rank of Gaussian kernels
A Bermanis, G Wolf, A Averbuch
Applied and Computational Harmonic Analysis 36 (2), 302-315, 2014
122014
Uncovering the topology of time-varying fMRI data using cubical persistence
B Rieck, T Yates, C Bock, K Borgwardt, G Wolf, N Turk-Browne, ...
arXiv preprint arXiv:2006.07882, 2020
112020
Finding archetypal spaces using neural networks
D van Dijk, DB Burkhardt, M Amodio, A Tong, G Wolf, S Krishnaswamy
2019 IEEE International Conference on Big Data (Big Data), 2634-2643, 2019
11*2019
Updating kernel methods in spectral decomposition by affinity perturbations
Y Shmueli, G Wolf, A Averbuch
Linear algebra and its applications 437 (6), 1356-1365, 2012
112012
Audio source separation with time-frequency velocities
G Wolf, S Mallat, S Shamma
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
92014
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Articles 1–20