Akhil Mathur
Orcid: 0000-0002-1475-3017
According to our database1,
Akhil Mathur
authored at least 81 papers
between 2007 and 2024.
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Bibliography
2024
CoRR, 2024
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows.
ACM Trans. Softw. Eng. Methodol., November, 2023
ACM Trans. Embed. Comput. Syst., November, 2023
SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments.
IEEE Trans. Mob. Comput., September, 2023
J. Mach. Learn. Res., 2023
CoRR, 2023
Enhancing Wearable Technologies for Dementia Care: A Cognitive Architecture Approach.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023
2022
IEEE Trans. Parallel Distributed Syst., 2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022
2021
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
ACM Trans. Comput. Heal., 2021
Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device Environments.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021
2020
A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
2019
Automatic Detection of Protective Behavior in Chronic Pain Physical Rehabilitation: A Recurrent Neural Network Approach.
CoRR, 2019
A closer look at quality-aware runtime assessment of sensing models in multi-device environments.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019
Mic2Mic: using cycle-consistent generative adversarial networks to overcome microphone variability in speech systems.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Recurrent network based automatic detection of chronic pain protective behavior using MoCap and sEMG data.
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
Proceedings of the Fourth International Workshop on Social Sensing, 2019
Proceedings of the 10th Augmented Human International Conference 2019, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the Human Activity Sensing - Corpus and Applications, 2019
2018
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 2018
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018
Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018
Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
2017
IEEE Pervasive Comput., 2017
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017
Towards cognitive awareness: a mobile context modeling- and notification-based approach.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
2016
Proceedings of the First Workshop on Mobile Data, 2016
DXTK: Enabling Resource-efficient Deep Learning on Mobile and Embedded Devices with the DeepX Toolkit.
Proceedings of the 8th EAI International Conference on Mobile Computing, 2016
A case study on capturing and visualising face-to-face interactions in the workplace.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016
Understanding the impact of personal feedback on face-to-face interactions in the workplace.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016
Proceedings of the HCI 2016, 2016
2015
Proceedings of the 2nd workshop on Workshop on Physical Analytics, 2015
Tiny habits in the giant enterprise: understanding the dynamics of a quantified workplace.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
2014
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
2013
Bell Labs Tech. J., 2013
Exploring the interplay between community media and mobile web in developing regions.
Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2013
Proceedings of the Annual Symposium on Computing for Development, 2013
2012
Proceedings of the Pervasive Computing - 10th International Conference, 2012
LifeView: a lifelog visualization tool for supporting sentimental recall and sharing.
Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012
2011
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011
2010
Proceedings of the 4th ACM/IEEE International Conference on Information and Communication Technologies and Development, 2010
2009
Proceedings of the 2009 International Conference on Information and Communication Technologies and Development, 2009
Designing digital games for rural children: a study of traditional village games in India.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
2008
Designing e-learning games for rural children in India: a format for balancing learning with fun.
Proceedings of the Conference on Designing Interactive Systems, 2008
2007
The social complexities of user-centered design in ICTD: Experiences from four schools in India's villages and slums.
Proceedings of the 2007 International Conference on Information and Communication Technologies and Development, 2007