George C. Linderman

According to our database, George C. Linderman authored at least 11 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Dimensionality Reduction via Dynamical Systems: The Case of t-SNE.

George C. Linderman, Stefan Steinerberger

SIAM Rev., 2022

2020

Numerical integration on graphs: Where to sample and how to weigh.

George C. Linderman, Stefan Steinerberger

Math. Comput., 2020

Randomized near-neighbor graphs, giant components and applications in data science.

Ariel Jaffe, Yuval Kluger, George C. Linderman, Gal Mishne, Stefan Steinerberger

J. Appl. Probab., 2020

2019

Clustering with t-SNE, Provably.

George C. Linderman, Stefan Steinerberger

SIAM J. Math. Data Sci., 2019

Heavy-Tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations.

Dmitry Kobak, George C. Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2017

Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis.

Huamin Li, George C. Linderman, Arthur Szlam, Kelly P. Stanton, Yuval Kluger, Mark Tygert

ACM Trans. Math. Softw., 2017

Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding.

George C. Linderman, Manas Rachh, Jeremy G. Hoskins, Stefan Steinerberger, Yuval Kluger

CoRR, 2017

Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science.

George C. Linderman, Gal Mishne, Yuval Kluger, Stefan Steinerberger

CoRR, 2017

2015

3-D Stent Detection in Intravascular OCT Using a Bayesian Network and Graph Search.

Zhao Wang, Michael W. Jenkins, George C. Linderman, Hiram G. Bezerra, Yusuke Fujino, Marco A. Costa, David L. Wilson, Andrew M. Rollins

IEEE Trans. Medical Imaging, 2015

2012

MAGNET: MicroArray Gene expression and Network Evaluation Toolkit.

George C. Linderman, Mark R. Chance, Gürkan Bebek

Nucleic Acids Res., 2012

2011

BiC: a web server for calculating bimodality of coexpression between gene and protein networks.

George C. Linderman, Vishal N. Patel, Mark R. Chance, Gürkan Bebek

Bioinform., 2011