• 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]