Akhil Mathur - Publications, H-index & Citations

Akhil Mathur

University of Cambridge

24H指数

91论文数

2.2K被引数

收录论文 7

发表时间

Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

IF6.2

2023-09-28

OAAI

Hutiri, Wiebke (Toussaint); Ding, Aaron Yi; Kawsar, Fahim; Mathur, Akhil

FLAME: Federated Learning across Multi-device Environments FLAME: 跨多设备环境的联合学习

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2022-09-07

OAAI

Cho, Hyunsung; Mathur, Akhil; Kawsar, Fahim

ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition ColloSSL: 用于人类活动识别的协作自监督学习

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2022-03-29

PREAI

Jain, Yash; Tang, Chi Ian; Min, Chulhong; Kawsar, Fahim; Mathur, Akhil

FRuDA: Framework for Distributed Adversarial Domain Adaptation

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-01-01

OAAI

Gan, Shaoduo; Mathur, Akhil; Isopoussu, Anton; Kawsar, Fahim; Berthouze, Nadia; Lane, Nicholas D.

SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2022-01-01

PREAI

Min, Chulhong; Mathur, Akhil; Montanari, Alessandro; Kawsar, Fahim

Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2021-06-24

OAAI

Wang, Chongyang; Gao, Yuan; Mathur, Akhil; Williams, Amanda C. De C.; Lane, Nicholas D.; Bianchi-Berthouze, Nadia

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

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2020-03-18

PREAI

Chang, Youngjae; Mathur, Akhil; Isopoussu, Anton; Song, Junehwa; Kawsar, Fahim

研究方向