Kelly P. Stanton

Publication Activity (10 Years)

Years Active: 2017-2018
Publications (10 Years): 6

Top Topics

Alternative Clusterings

Eigendecomposition

Spectral Clustering

Affinity Matrix

Top Venues

ACM Trans. Math. Softw.

Publications

Uri Shaham, Kelly P. Stanton, Henry Li, Boaz Nadler, Ronen Basri, Yuval Kluger
SpectralNet: Spectral Clustering using Deep Neural Networks. CoRR (2018)
Uri Shaham, Kelly P. Stanton, Henry Li, Ronen Basri, Boaz Nadler, Yuval Kluger
SpectralNet: Spectral Clustering using Deep Neural Networks. ICLR (Poster) (2018)
Uri Shaham, James Garritano, Yutaro Yamada, Ethan Weinberger, Alex Cloninger, Xiuyuan Cheng, Kelly P. Stanton, Yuval Kluger
Defending against Adversarial Images using Basis Functions Transformations. CoRR (2018)
Huamin Li, Uri Shaham, Kelly P. Stanton, Yi Yao, Ruth R. Montgomery, Yuval Kluger
Gating mass cytometry data by deep learning. Bioinform. 33 (21) (2017)
Uri Shaham, Kelly P. Stanton, Jun Zhao, Huamin Li, Khadir Raddassi, Ruth R. Montgomery, Yuval Kluger
Removal of batch effects using distribution-matching residual networks. Bioinform. 33 (16) (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)