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2020 – today
- 2022
[j8]George C. Linderman
, Stefan Steinerberger:
Dimensionality Reduction via Dynamical Systems: The Case of t-SNE. SIAM Rev. 64(1): 153-178 (2022)- 2020
- [j7]Ariel Jaffe, Yuval Kluger, George C. Linderman, Gal Mishne, Stefan Steinerberger:
Randomized near-neighbor graphs, giant components and applications in data science. J. Appl. Probab. 57(2): 458-476 (2020) - [j6]George C. Linderman, Stefan Steinerberger:
Numerical integration on graphs: Where to sample and how to weigh. Math. Comput. 89(324): 1933-1952 (2020)
2010 – 2019
- 2019
- [j5]George C. Linderman, Stefan Steinerberger:
Clustering with t-SNE, Provably. SIAM J. Math. Data Sci. 1(2): 313-332 (2019) - [c1]Dmitry Kobak, George C. Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens:
Heavy-Tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations. ECML/PKDD (1) 2019: 124-139 - [i5]Dmitry Kobak, George C. Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens:
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. CoRR abs/1902.05804 (2019) - 2018
- [i4]George C. Linderman, Stefan Steinerberger:
Numerical Integration on Graphs: where to sample and how to weigh. CoRR abs/1803.06989 (2018) - 2017
- [j4]Huamin Li, George C. Linderman, Arthur Szlam, Kelly P. Stanton, Yuval Kluger, Mark Tygert:
Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis. ACM Trans. Math. Softw. 43(3): 28:1-28:14 (2017) - [i3]George C. Linderman, Stefan Steinerberger:
Clustering with t-SNE, provably. CoRR abs/1706.02582 (2017) - [i2]George C. Linderman, Gal Mishne, Yuval Kluger, Stefan Steinerberger:
Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science. CoRR abs/1711.04712 (2017) - [i1]George C. Linderman, Manas Rachh, Jeremy G. Hoskins, Stefan Steinerberger, Yuval Kluger:
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding. CoRR abs/1712.09005 (2017) - 2015
- [j3]Zhao Wang, Michael W. Jenkins, George C. Linderman, Hiram G. Bezerra, Yusuke Fujino, Marco A. Costa, David L. Wilson, Andrew M. Rollins:
3-D Stent Detection in Intravascular OCT Using a Bayesian Network and Graph Search. IEEE Trans. Medical Imaging 34(7): 1549-1561 (2015) - 2012
- [j2]George C. Linderman, Mark R. Chance, Gürkan Bebek:
MAGNET: MicroArray Gene expression and Network Evaluation Toolkit. Nucleic Acids Res. 40(Web-Server-Issue): 152-156 (2012) - 2011
- [j1]George C. Linderman, Vishal N. Patel, Mark R. Chance, Gürkan Bebek:
BiC: a web server for calculating bimodality of coexpression between gene and protein networks. Bioinform. 27(8): 1174-1175 (2011)
Coauthor Index
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