Akhil Mathur

Squeezing Deep Learning into Mobile and Embedded Devices

Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur et al. · IEEE Pervasive Computing · 2017 · 213 citations

Mobile Sensing, Convolutional Neural Network, Machine Vision +15

Earables for Personal-Scale Behavior Analytics

Fahim Kawsar, Chulhong Min, Akhil Mathur et al. · IEEE Pervasive Computing · 2018 · 137 citations

Wearable System, Engineering, Personal-scale Behavior Analytics +18

DeepEye

Akhil Mathur, Nicholas D. Lane, Sourav Bhattacharya et al. · 2017 · 132 citations

Convolutional Neural Network, Engineering, Machine Learning +16

A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity Recognition

Youngjae Chang, Akhil Mathur, Anton Isopoussu et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020 · 120 citations

Wearable System, Engineering, Machine Learning +20

Flower: A Friendly Federated Learning Research Framework

Daniel J. Beutel, Taner Topal, Akhil Mathur et al. · arXiv (Cornell University) · 2020 · 107 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +18