George C. Linderman

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 11

Top Topics

Numerical Integration

Randomized Algorithm

Top Venues

J. Appl. Probab.

SIAM J. Math. Data Sci.

IEEE Trans. Medical Imaging

Publications

George C. Linderman, Stefan Steinerberger
Dimensionality Reduction via Dynamical Systems: The Case of t-SNE. SIAM Rev. 64 (1) (2022)
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) (2020)
George C. Linderman, Stefan Steinerberger
Numerical integration on graphs: Where to sample and how to weigh. Math. Comput. 89 (324) (2020)
Dmitry Kobak, George C. Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. CoRR (2019)
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)
George C. Linderman, Stefan Steinerberger
Clustering with t-SNE, Provably. SIAM J. Math. Data Sci. 1 (2) (2019)
George C. Linderman, Stefan Steinerberger
Numerical Integration on Graphs: where to sample and how to weigh. CoRR (2018)
George C. Linderman, Manas Rachh, Jeremy G. Hoskins, Stefan Steinerberger, Yuval Kluger
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding. CoRR (2017)
George C. Linderman, Stefan Steinerberger
Clustering with t-SNE, provably. CoRR (2017)
George C. Linderman, Gal Mishne, Yuval Kluger, Stefan Steinerberger
Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science. CoRR (2017)
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) (2017)
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) (2015)
George C. Linderman, Mark R. Chance, Gürkan Bebek
MAGNET: MicroArray Gene expression and Network Evaluation Toolkit. Nucleic Acids Res. 40 (Web-Server-Issue) (2012)
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) (2011)