Hant: Hardware-Aware Network Transformation
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat
July 2021
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Publications
Publications
Publications by Year
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Initialization and Regularization of Factorized Neural Layers
Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolo Fusi
2021 International Conference on Learning Representations | May 2021
-
Gradient Flows in Dataset Space
David Alvarez-Melis, Nicolo Fusi
October 2020
Differentiable Feature Selection by Discrete Relaxation
Rishit Sheth, Nicolo Fusi
AISTATS | April 2020
Weighted Meta-Learning
Diana Cai, Rishit Sheth, Lester Mackey, Nicolo Fusi
March 2020
Geometric Dataset Distances via Optimal Transport
David Alvarez-Melis, Nicolo Fusi
NeurIPS 2020 | February 2020
-
Probabilistic Matrix Factorization for Automated Machine Learning
Nicolo Fusi, Rishit Sheth, Melih Huseyn Elibol
NIPS 2018 | December 2018
Preprint posted to Cornell University Library
Publications by Research Area
-
Hant: Hardware-Aware Network Transformation
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat
July 2021
Initialization and Regularization of Factorized Neural Layers
Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolo Fusi
2021 International Conference on Learning Representations | May 2021
Gradient Flows in Dataset Space
David Alvarez-Melis, Nicolo Fusi
October 2020
Differentiable Feature Selection by Discrete Relaxation
Rishit Sheth, Nicolo Fusi
AISTATS | April 2020
Weighted Meta-Learning
Diana Cai, Rishit Sheth, Lester Mackey, Nicolo Fusi
March 2020
Geometric Dataset Distances via Optimal Transport
David Alvarez-Melis, Nicolo Fusi
NeurIPS 2020 | February 2020
Probabilistic Matrix Factorization for Automated Machine Learning
Nicolo Fusi, Rishit Sheth, Melih Huseyn Elibol
NIPS 2018 | December 2018
Preprint posted to Cornell University Library
-
Hant: Hardware-Aware Network Transformation
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat
July 2021
-
Initialization and Regularization of Factorized Neural Layers
Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolo Fusi
2021 International Conference on Learning Representations | May 2021
Gradient Flows in Dataset Space
David Alvarez-Melis, Nicolo Fusi
October 2020
Geometric Dataset Distances via Optimal Transport
David Alvarez-Melis, Nicolo Fusi
NeurIPS 2020 | February 2020
-
Publications by Type
-
Hant: Hardware-Aware Network Transformation
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat
July 2021
Gradient Flows in Dataset Space
David Alvarez-Melis, Nicolo Fusi
October 2020
Weighted Meta-Learning
Diana Cai, Rishit Sheth, Lester Mackey, Nicolo Fusi
March 2020
-
Initialization and Regularization of Factorized Neural Layers
Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolo Fusi
2021 International Conference on Learning Representations | May 2021
Differentiable Feature Selection by Discrete Relaxation
Rishit Sheth, Nicolo Fusi
AISTATS | April 2020
Geometric Dataset Distances via Optimal Transport
David Alvarez-Melis, Nicolo Fusi
NeurIPS 2020 | February 2020
Probabilistic Matrix Factorization for Automated Machine Learning
Nicolo Fusi, Rishit Sheth, Melih Huseyn Elibol
NIPS 2018 | December 2018
Preprint posted to Cornell University Library