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Akhil Mathur
Akhil Mathur
Meta AI
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The llama 3 herd of models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
9542024
Flower: A Friendly Federated Learning Research Framework
DJ Beutel, T Topal, A Mathur, X Qiu, T Parcollet, P P. B. de Gusmão, ...
arXiv preprint arXiv:2007.14390, 2020
9142020
Squeezing deep learning into mobile and embedded devices
ND Lane, S Bhattacharya, A Mathur, P Georgiev, C Forlivesi, F Kawsar
IEEE Pervasive Computing 16 (3), 82-88, 2017
2442017
Deepeye: Resource efficient local execution of multiple deep vision models using wearable commodity hardware
A Mathur, ND Lane, S Bhattacharya, A Boran, C Forlivesi, F Kawsar
Proceedings of the 15th Annual International Conference on Mobile Systems …, 2017
1772017
Earables for personal-scale behavior analytics
F Kawsar, C Min, A Mathur, A Montanari
IEEE Pervasive Computing 17 (3), 83-89, 2018
1522018
Improving literacy in rural India: Cellphone games in an after-school program
M Kam, A Kumar, S Jain, A Mathur, J Canny
2009 International Conference on Information and Communication Technologies …, 2009
1522009
Designing digital games for rural children: a study of traditional village games in India
M Kam, A Mathur, A Kumar, J Canny
Proceedings of the 27th international conference on Human factors in …, 2009
1362009
Designing e-learning games for rural children in India: a format for balancing learning with fun
M Kam, A Agarwal, A Kumar, S Lal, A Mathur, A Tewari, J Canny
Proceedings of the 7th ACM conference on Designing interactive systems, 58-67, 2008
1232008
A systematic study of unsupervised domain adaptation for robust human-activity recognition
Y Chang, A Mathur, A Isopoussu, J Song, F Kawsar
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1192020
Collossl: Collaborative self-supervised learning for human activity recognition
Y Jain, CI Tang, C Min, F Kawsar, A Mathur
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
892022
A first look into the carbon footprint of federated learning
X Qiu, T Parcollet, J Fernandez-Marques, PPB Gusmao, Y Gao, DJ Beutel, ...
Journal of Machine Learning Research 24 (129), 1-23, 2023
842023
Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices
A Mathur, T Zhang, S Bhattacharya, P Velickovic, L Joffe, ND Lane, ...
2018 17th ACM/IEEE international conference on information processing in …, 2018
812018
Tiny habits in the giant enterprise: understanding the dynamics of a quantified workplace
A Mathur, M Van den Broeck, G Vanderhulst, A Mashhadi, F Kawsar
Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015
782015
Resource characterisation of personal-scale sensing models on edge accelerators
M Antonini, TH Vu, C Min, A Montanari, A Mathur, F Kawsar
Proceedings of the First International Workshop on Challenges in Artificial …, 2019
652019
Mic2mic: using cycle-consistent generative adversarial networks to overcome microphone variability in speech systems
A Mathur, A Isopoussu, F Kawsar, N Berthouze, ND Lane
Proceedings of the 18th international conference on information processing …, 2019
642019
The myth of subtle notifications
A Mashhadi, A Mathur, F Kawsar
Proceedings of the 2014 ACM International Joint Conference on Pervasive and …, 2014
642014
Engagement-aware computing: Modelling user engagement from mobile contexts
A Mathur, ND Lane, F Kawsar
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
632016
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
ES Lubana, CI Tang, F Kawsar, RP Dick, A Mathur
ICML (International Conference on Machine Learning), 2022
582022
Exploring audio and kinetic sensing on earable devices
C Min, A Mathur, F Kawsar
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 5-10, 2018
542018
On-device federated learning with flower
A Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...
arXiv preprint arXiv:2104.03042, 2021
472021
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