Publications

• Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
Ashish Kumar, Saurabh Goyal, Manik Varma, in ICML 2017.
[PDF] [Poster] [Summary of Results] [Code]

• ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Chirag Gupta, Arun Sai Suggala, Ankit Goyal, Harsha Vardhan Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain, in ICML 2017.
[PDF] [ICML Poster] [ICML Slides] [Code]

• Thresholding based Efficient Outlier Robust PCA.
Yeshwanth Cherapanamjeri, Prateek Jain, Praneeth Netrapalli, in COLT 2017.
[PDF] [Matlab ZIP] [More Code] [Poster] [COLT 2017 Slides]