FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma
NIPS 2018 | December 2018
Machine Learning on the Edge
Publications
Publications by Year
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Learning SMaLL Predictors
Vikas Garg, Ofer Dekel, Lin Xiao
Neural Information Processing Systems | December 2018
-
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
Ashish Kumar, Saurabh Goyal, Manik Varma
International Conference on Machine Learning | May 2017
Thresholding Based Efficient Outlier Robust PCA
Yeshwanth Cherapanamjeri, Prateek Jain, Praneeth Netrapalli
COLT-2017 | February 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
International Conference on Machine Learning, Sydney | February 2017
Publications by Research Area
-
Learning SMaLL Predictors
Vikas Garg, Ofer Dekel, Lin Xiao
Neural Information Processing Systems | December 2018
-
Learning SMaLL Predictors
Vikas Garg, Ofer Dekel, Lin Xiao
Neural Information Processing Systems | December 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma
NIPS 2018 | December 2018
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
Ashish Kumar, Saurabh Goyal, Manik Varma
International Conference on Machine Learning | May 2017
Thresholding Based Efficient Outlier Robust PCA
Yeshwanth Cherapanamjeri, Prateek Jain, Praneeth Netrapalli
COLT-2017 | February 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
International Conference on Machine Learning, Sydney | February 2017
Publications by Type
-
Learning SMaLL Predictors
Vikas Garg, Ofer Dekel, Lin Xiao
Neural Information Processing Systems | December 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma
NIPS 2018 | December 2018
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
Ashish Kumar, Saurabh Goyal, Manik Varma
International Conference on Machine Learning | May 2017
Thresholding Based Efficient Outlier Robust PCA
Yeshwanth Cherapanamjeri, Prateek Jain, Praneeth Netrapalli
COLT-2017 | February 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain
International Conference on Machine Learning, Sydney | February 2017