Aran Khanna

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 8

Top Topics

Multiple Layers

Tensor Decomposition

Top Venues

J. Mach. Learn. Res.

Publications

Jean Kossaifi, Zachary C. Lipton, Arinbjörn Kolbeinsson, Aran Khanna, Tommaso Furlanello, Anima Anandkumar
Tensor Regression Networks. J. Mach. Learn. Res. 21 (2020)
Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Anima Anandkumar
Stochastic Activation Pruning for Robust Adversarial Defense. CoRR (2018)
Michael Tschannen, Aran Khanna, Animashree Anandkumar
StrassenNets: Deep Learning with a Multiplication Budget. ICML (2018)
Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Animashree Anandkumar
Stochastic Activation Pruning for Robust Adversarial Defense. ICLR (Poster) (2018)
Jean Kossaifi, Aran Khanna, Zachary C. Lipton, Tommaso Furlanello, Anima Anandkumar
Tensor Contraction Layers for Parsimonious Deep Nets. CoRR (2017)
Jean Kossaifi, Zachary C. Lipton, Aran Khanna, Tommaso Furlanello, Anima Anandkumar
Tensor Regression Networks. CoRR (2017)
Jean Kossaifi, Aran Khanna, Zachary Lipton, Tommaso Furlanello, Anima Anandkumar
Tensor Contraction Layers for Parsimonious Deep Nets. CVPR Workshops (2017)
Michael Tschannen, Aran Khanna, Anima Anandkumar
StrassenNets: Deep learning with a multiplication budget. CoRR (2017)