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ORCIDBibTeX records: Akhil Mathur
@inproceedings{DBLP:conf/wacv/TangQSKMM24,
author = {Chi Ian Tang and
Lorena Qendro and
Dimitris Spathis and
Fahim Kawsar and
Cecilia Mascolo and
Akhil Mathur},
title = {Kaizen: Practical self-supervised continual learning with continual
fine-tuning},
booktitle = {{WACV}},
pages = {2829--2838},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/wsdm/DeldariSMKSM24,
author = {Shohreh Deldari and
Dimitris Spathis and
Mohammad Malekzadeh and
Fahim Kawsar and
Flora D. Salim and
Akhil Mathur},
title = {CroSSL: Cross-modal Self-Supervised Learning for Time-series through
Latent Masking},
booktitle = {{WSDM}},
pages = {152--160},
publisher = {{ACM}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-02255,
author = {Chi Ian Tang and
Lorena Qendro and
Dimitris Spathis and
Fahim Kawsar and
Akhil Mathur and
Cecilia Mascolo},
title = {Balancing Continual Learning and Fine-tuning for Human Activity Recognition},
journal = {CoRR},
volume = {abs/2401.02255},
year = {2024}
}
@article{DBLP:journals/jmlr/QiuPFGGBTML23,
author = {Xinchi Qiu and
Titouan Parcollet and
Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
Pedro P. B. de Gusmao and
Yan Gao and
Daniel J. Beutel and
Taner Topal and
Akhil Mathur and
Nicholas D. Lane},
title = {A First Look into the Carbon Footprint of Federated Learning},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {129:1--129:23},
year = {2023}
}
@article{DBLP:journals/tecs/MinMAMK23,
author = {Chulhong Min and
Akhil Mathur and
Utku G{\"{u}}nay Acer and
Alessandro Montanari and
Fahim Kawsar},
title = {SensiX++: Bringing MLOps and Multi-tenant Model Serving to Sensory
Edge Devices},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {22},
number = {6},
pages = {98:1--98:27},
year = {2023}
}
@article{DBLP:journals/tmc/MinMMK23,
author = {Chulhong Min and
Akhil Mathur and
Alessandro Montanari and
Fahim Kawsar},
title = {SensiX: {A} System for Best-Effort Inference of Machine Learning Models
in Multi-Device Environments},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {22},
number = {9},
pages = {5525--5538},
year = {2023}
}
@article{DBLP:journals/tosem/HutiriDKM23,
author = {Wiebke Toussaint Hutiri and
Aaron Yi Ding and
Fahim Kawsar and
Akhil Mathur},
title = {Tiny, Always-on, and Fragile: Bias Propagation through Design Choices
in On-device Machine Learning Workflows},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {32},
number = {6},
pages = {155:1--155:37},
year = {2023}
}
@inproceedings{DBLP:conf/extraamas/FranklinLMMK23,
author = {Matija Franklin and
David A. Lagnado and
Chulhong Min and
Akhil Mathur and
Fahim Kawsar},
title = {Enhancing Wearable Technologies for Dementia Care: {A} Cognitive Architecture
Approach},
booktitle = {{EXTRAAMAS}},
series = {Lecture Notes in Computer Science},
volume = {14127},
pages = {270--280},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-17235,
author = {Chi Ian Tang and
Lorena Qendro and
Dimitris Spathis and
Fahim Kawsar and
Cecilia Mascolo and
Akhil Mathur},
title = {Practical self-supervised continual learning with continual fine-tuning},
journal = {CoRR},
volume = {abs/2303.17235},
year = {2023}
}
@article{DBLP:journals/corr/abs-2307-16847,
author = {Shohreh Deldari and
Dimitris Spathis and
Mohammad Malekzadeh and
Fahim Kawsar and
Flora D. Salim and
Akhil Mathur},
title = {Latent Masking for Multimodal Self-supervised Learning in Health Timeseries},
journal = {CoRR},
volume = {abs/2307.16847},
year = {2023}
}
@article{DBLP:journals/imwut/JainTMKM22,
author = {Yash Jain and
Chi Ian Tang and
Chulhong Min and
Fahim Kawsar and
Akhil Mathur},
title = {ColloSSL: Collaborative Self-Supervised Learning for Human Activity
Recognition},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {6},
number = {1},
pages = {17:1--17:28},
year = {2022}
}
@article{DBLP:journals/imwut/ChoMK22,
author = {Hyunsung Cho and
Akhil Mathur and
Fahim Kawsar},
title = {{FLAME:} Federated Learning across Multi-device Environments},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {6},
number = {3},
pages = {107:1--107:29},
year = {2022}
}
@article{DBLP:journals/tpds/GanMIKBL22,
author = {Shaoduo Gan and
Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {3153--3164},
year = {2022}
}
@inproceedings{DBLP:conf/huc/BiOMHSCB22,
author = {Tao Bi and
Temitayo A. Olugbade and
Akhil Mathur and
Catherine Holloway and
Aneesha Singh and
Enrico Costanza and
Nadia Berthouze},
title = {A Taxonomy of Noise in Voice Self-reports while Running},
booktitle = {UbiComp/ISWC Adjunct},
pages = {229--232},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/icassp/YangMMK22,
author = {Jing Yang and
Chulhong Min and
Akhil Mathur and
Fahim Kawsar},
title = {SleepGAN: Towards Personalized Sleep Therapy Music},
booktitle = {{ICASSP}},
pages = {966--970},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icml/LubanaTKDM22,
author = {Ekdeep Singh Lubana and
Chi Ian Tang and
Fahim Kawsar and
Robert P. Dick and
Akhil Mathur},
title = {Orchestra: Unsupervised Federated Learning via Globally Consistent
Clustering},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {14461--14484},
publisher = {{PMLR}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-07677,
author = {Wiebke Toussaint and
Akhil Mathur and
Fahim Kawsar and
Aaron Yi Ding},
title = {Tiny, always-on and fragile: Bias propagation through design choices
in on-device machine learning workflows},
journal = {CoRR},
volume = {abs/2201.07677},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-00758,
author = {Yash Jain and
Chi Ian Tang and
Chulhong Min and
Fahim Kawsar and
Akhil Mathur},
title = {ColloSSL: Collaborative Self-Supervised Learning for Human Activity
Recognition},
journal = {CoRR},
volume = {abs/2202.00758},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-08922,
author = {Hyunsung Cho and
Akhil Mathur and
Fahim Kawsar},
title = {{FLAME:} Federated Learning Across Multi-device Environments},
journal = {CoRR},
volume = {abs/2202.08922},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-11506,
author = {Ekdeep Singh Lubana and
Chi Ian Tang and
Fahim Kawsar and
Robert P. Dick and
Akhil Mathur},
title = {Orchestra: Unsupervised Federated Learning via Globally Consistent
Clustering},
journal = {CoRR},
volume = {abs/2205.11506},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-04175,
author = {Fan Mo and
Mohammad Malekzadeh and
Soumyajit Chatterjee and
Fahim Kawsar and
Akhil Mathur},
title = {Centaur: Federated Learning for Constrained Edge Devices},
journal = {CoRR},
volume = {abs/2211.04175},
year = {2022}
}
@article{DBLP:journals/health/WangOMWLB21,
author = {Chongyang Wang and
Temitayo A. Olugbade and
Akhil Mathur and
Amanda C. de C. Williams and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
title = {Chronic Pain Protective Behavior Detection with Deep Learning},
journal = {{ACM} Trans. Comput. Heal.},
volume = {2},
number = {3},
pages = {23:1--23:24},
year = {2021}
}
@article{DBLP:journals/imwut/WangGMWLB21,
author = {Chongyang Wang and
Yuan Gao and
Akhil Mathur and
Amanda C. de C. Williams and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
title = {Leveraging Activity Recognition to Enable Protective Behavior Detection
in Continuous Data},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {5},
number = {2},
pages = {81:1--81:27},
year = {2021}
}
@inproceedings{DBLP:conf/huc/FranklinLMMK21,
author = {Matija Franklin and
David A. Lagnado and
Chulhong Min and
Akhil Mathur and
Fahim Kawsar},
title = {Designing Memory Aids for Dementia Patients using Earables},
booktitle = {UbiComp/ISWC Adjunct},
pages = {152--157},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/sensys/ToussaintMDK21,
author = {Wiebke Toussaint and
Akhil Mathur and
Aaron Yi Ding and
Fahim Kawsar},
title = {Characterising the Role of Pre-Processing Parameters in Audio-based
Embedded Machine Learning},
booktitle = {SenSys},
pages = {439--445},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/sensys/ChoMK21,
author = {Hyunsung Cho and
Akhil Mathur and
Fahim Kawsar},
title = {Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device
Environments},
booktitle = {SenSys},
pages = {446--452},
publisher = {{ACM}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-11336,
author = {Jie Lei and
Tousif Rahman and
Rishad A. Shafik and
Adrian Wheeldon and
Alex Yakovlev and
Ole{-}Christoffer Granmo and
Fahim Kawsar and
Akhil Mathur},
title = {Low-Power Audio Keyword Spotting using Tsetlin Machines},
journal = {CoRR},
volume = {abs/2101.11336},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-07627,
author = {Xinchi Qiu and
Titouan Parcollet and
Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
Pedro Porto Buarque de Gusm{\~{a}}o and
Daniel J. Beutel and
Taner Topal and
Akhil Mathur and
Nicholas D. Lane},
title = {A first look into the carbon footprint of federated learning},
journal = {CoRR},
volume = {abs/2102.07627},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-03042,
author = {Akhil Mathur and
Daniel J. Beutel and
Pedro Porto Buarque de Gusm{\~{a}}o and
Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
Taner Topal and
Xinchi Qiu and
Titouan Parcollet and
Yan Gao and
Nicholas D. Lane},
title = {On-device Federated Learning with Flower},
journal = {CoRR},
volume = {abs/2104.03042},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-03947,
author = {Chulhong Min and
Akhil Mathur and
Utku G{\"{u}}nay Acer and
Alessandro Montanari and
Fahim Kawsar},
title = {SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory
Edge Devices},
journal = {CoRR},
volume = {abs/2109.03947},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-13381,
author = {Shaoduo Gan and
Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation},
journal = {CoRR},
volume = {abs/2112.13381},
year = {2021}
}
@phdthesis{DBLP:phd/ethos/Mathur20,
author = {Akhil Mathur},
title = {Scaling machine learning systems using domain adaptation},
school = {University College London (University of London), {UK}},
year = {2020}
}
@article{DBLP:journals/imwut/ChangMISK20,
author = {Youngjae Chang and
Akhil Mathur and
Anton Isopoussu and
Junehwa Song and
Fahim Kawsar},
title = {A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity
Recognition},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {4},
number = {1},
pages = {39:1--39:30},
year = {2020}
}
@inproceedings{DBLP:conf/avi/RussisKM20,
author = {Luigi De Russis and
Neha Kumar and
Akhil Mathur},
title = {Data4Good: Designing for Diversity and Development},
booktitle = {{AVI}},
pages = {105:1--105:2},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/icassp/MathurKBL20,
author = {Akhil Mathur and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {Libri-Adapt: a New Speech Dataset for Unsupervised Domain Adaptation},
booktitle = {{ICASSP}},
pages = {7439--7443},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/interspeech/MathurBL20,
author = {Akhil Mathur and
Nadia Berthouze and
Nicholas D. Lane},
title = {Unsupervised Domain Adaptation Under Label Space Mismatch for Speech
Classification},
booktitle = {{INTERSPEECH}},
pages = {1271--1275},
publisher = {{ISCA}},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-12425,
author = {Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to
Overcome Microphone Variability in Speech Systems},
journal = {CoRR},
volume = {abs/2003.12425},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-14390,
author = {Daniel J. Beutel and
Taner Topal and
Akhil Mathur and
Xinchi Qiu and
Titouan Parcollet and
Nicholas D. Lane},
title = {Flower: {A} Friendly Federated Learning Research Framework},
journal = {CoRR},
volume = {abs/2007.14390},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-02814,
author = {Akhil Mathur and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {Libri-Adapt: {A} New Speech Dataset for Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/2009.02814},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-06537,
author = {Xinchi Qiu and
Titouan Parcollet and
Daniel J. Beutel and
Taner Topal and
Akhil Mathur and
Nicholas D. Lane},
title = {A first look into the carbon footprint of federated learning},
journal = {CoRR},
volume = {abs/2010.06537},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-01776,
author = {Chongyang Wang and
Yuan Gao and
Akhil Mathur and
Amanda C. de C. Williams and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
title = {Leveraging Activity Recognition to Enable Protective Behavior Detection
in Continuous Data},
journal = {CoRR},
volume = {abs/2011.01776},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-06035,
author = {Chulhong Min and
Akhil Mathur and
Alessandro Montanari and
Utku G{\"{u}}nay Acer and
Fahim Kawsar},
title = {SensiX: {A} Platform for Collaborative Machine Learning on the Edge},
journal = {CoRR},
volume = {abs/2012.06035},
year = {2020}
}
@inproceedings{DBLP:conf/acii/KatayamaMBONK19,
author = {Shin Katayama and
Akhil Mathur and
Marc Van den Broeck and
Tadashi Okoshi and
Jin Nakazawa and
Fahim Kawsar},
title = {Situation-Aware Emotion Regulation of Conversational Agents with Kinetic
Earables},
booktitle = {{ACII}},
pages = {725--731},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/aughuman/LeeMMMCSK19,
author = {Seungchul Lee and
Chulhong Min and
Alessandro Montanari and
Akhil Mathur and
Youngjae Chang and
Junehwa Song and
Fahim Kawsar},
title = {Automatic Smile and Frown Recognition with Kinetic Earables},
booktitle = {{AH}},
pages = {25:1--25:4},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/cpsweek/MathurKBL19,
author = {Akhil Mathur and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {A Vision for Adaptive and Generalizable Audio-Sensing Systems},
booktitle = {SocialSens@CPSIoTWeek},
pages = {43},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/huc/MinMMK19,
author = {Chulhong Min and
Akhil Mathur and
Alessandro Montanari and
Fahim Kawsar},
title = {An early characterisation of wearing variability on motion signals
for wearables},
booktitle = {UbiComp},
pages = {166--168},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/huc/WangOMWLB19,
author = {Chongyang Wang and
Temitayo A. Olugbade and
Akhil Mathur and
Amanda C. de C. Williams and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
title = {Recurrent network based automatic detection of chronic pain protective
behavior using MoCap and sEMG data},
booktitle = {UbiComp},
pages = {225--230},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/huc/MathurIBLK19,
author = {Akhil Mathur and
Anton Isopoussu and
Nadia Berthouze and
Nicholas D. Lane and
Fahim Kawsar},
title = {Unsupervised domain adaptation for robust sensory systems},
booktitle = {UbiComp/ISWC Adjunct},
pages = {505--509},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/icmla/MathurIKBL19,
author = {Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Bianchi{-}Berthouze and
Nicholas D. Lane},
title = {FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation},
booktitle = {{ICMLA}},
pages = {896--901},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/icmla/GongRBMK19,
author = {Taesik Gong and
Alberto Gil C. P. Ramos and
Sourav Bhattacharya and
Akhil Mathur and
Fahim Kawsar},
title = {AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio
Models},
booktitle = {{ICMLA}},
pages = {978--985},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/ipsn/MathurIKBL19,
author = {Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {Mic2Mic: using cycle-consistent generative adversarial networks to
overcome microphone variability in speech systems},
booktitle = {{IPSN}},
pages = {169--180},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/mobisys/KatayamaMONK19,
author = {Shin Katayama and
Akhil Mathur and
Tadashi Okoshi and
Jin Nakazawa and
Fahim Kawsar},
title = {Situation-Aware Conversational Agent with Kinetic Earables},
booktitle = {MobiSys},
pages = {657--658},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/sensys/MinMMK19,
author = {Chulhong Min and
Alessandro Montanari and
Akhil Mathur and
Fahim Kawsar},
title = {A closer look at quality-aware runtime assessment of sensing models
in multi-device environments},
booktitle = {SenSys},
pages = {271--284},
publisher = {{ACM}},
year = {2019}
}
@incollection{DBLP:books/sp/19/MathurIKSBL19,
author = {Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Robert Smith and
Nadia Berthouze and
Nicholas D. Lane},
title = {Towards the Design and Evaluation of Robust Audio-Sensing Systems},
booktitle = {Human Activity Sensing},
pages = {47--57},
publisher = {Springer},
year = {2019}
}
@proceedings{DBLP:conf/mobisys/2019wearsys,
editor = {Fahim Kawsar and
Chulhong Min and
Akhil Mathur and
Ashwin Ashok and
Alessandro Montanari},
title = {The 5th {ACM} Workshop on Wearable Systems and Applications, WearSys@MobiSys
2019, Seoul, Republic of Korea, June 17-21, 2019},
publisher = {{ACM}},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-08990,
author = {Chongyang Wang and
Temitayo A. Olugbade and
Akhil Mathur and
Amanda C. de C. Williams and
Nicholas D. Lane and
Nadia Bianchi{-}Berthouze},
title = {Automatic Detection of Protective Behavior in Chronic Pain Physical
Rehabilitation: {A} Recurrent Neural Network Approach},
journal = {CoRR},
volume = {abs/1902.08990},
year = {2019}
}
@article{DBLP:journals/pervasive/KawsarMMM18,
author = {Fahim Kawsar and
Chulhong Min and
Akhil Mathur and
Allesandro Montanari},
title = {Earables for Personal-Scale Behavior Analytics},
journal = {{IEEE} Pervasive Comput.},
volume = {17},
number = {3},
pages = {83--89},
year = {2018}
}
@inproceedings{DBLP:conf/huc/KawsarMMMAB18,
author = {Fahim Kawsar and
Chulhong Min and
Akhil Mathur and
Alessandro Montanari and
Utku G{\"{u}}nay Acer and
Marc Van den Broeck},
title = {eSense: Open Earable Platform for Human Sensing},
booktitle = {UbiComp/ISWC Adjunct},
pages = {381--383},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/huc/MinMMLK18,
author = {Chulhong Min and
Alessandro Montanari and
Akhil Mathur and
Seungchul Lee and
Fahim Kawsar},
title = {Cross-Modal Approach for Conversational Well-being Monitoring with
Multi-Sensory Earables},
booktitle = {UbiComp/ISWC Adjunct},
pages = {706--709},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/huc/MathurIKSLB18,
author = {Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Robert Smith and
Nicholas D. Lane and
Nadia Berthouze},
title = {On Robustness of Cloud Speech APIs: An Early Characterization},
booktitle = {UbiComp/ISWC Adjunct},
pages = {1409--1413},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/ipsn/MathurZBVJLKL18,
author = {Akhil Mathur and
Tianlin Zhang and
Sourav Bhattacharya and
Petar Velickovic and
Leonid Joffe and
Nicholas D. Lane and
Fahim Kawsar and
Pietro Li{\`{o}}},
title = {Using deep data augmentation training to address software and hardware
heterogeneities in wearable and smartphone sensing devices},
booktitle = {{IPSN}},
pages = {200--211},
publisher = {{IEEE} / {ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/mobisys/MinMK18a,
author = {Chulhong Min and
Akhil Mathur and
Fahim Kawsar},
title = {Exploring audio and kinetic sensing on earable devices},
booktitle = {WearSys@MobiSys},
pages = {5--10},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/mobisys/MinMK18,
author = {Chulhong Min and
Akhil Mathur and
Fahim Kawsar},
title = {Audio-Kinetic Model for Automatic Dietary Monitoring with Earable
Devices},
booktitle = {MobiSys},
pages = {517},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/mobisys/KawsarMMBAF18,
author = {Fahim Kawsar and
Chulhong Min and
Akhil Mathur and
Marc Van den Broeck and
Utku G{\"{u}}nay Acer and
Claudio Forlivesi},
title = {eSense: Earable Platform for Human Sensing},
booktitle = {MobiSys},
pages = {541},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/sensys/KawsarMMMAB18,
author = {Fahim Kawsar and
Chulhong Min and
Akhil Mathur and
Alessandro Montanari and
Utku G{\"{u}}nay Acer and
Marc Van den Broeck},
title = {eSense: Open Earable Platform for Human Sensing},
booktitle = {SenSys},
pages = {371--372},
publisher = {{ACM}},
year = {2018}
}
@article{DBLP:journals/imwut/MathurKMK17,
author = {Akhil Mathur and
Lakshmi Manasa Kalanadhabhatta and
Rahul Majethia and
Fahim Kawsar},
title = {Moving Beyond Market Research: Demystifying Smartphone User Behavior
in India},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {1},
number = {3},
pages = {82:1--82:27},
year = {2017}
}
@article{DBLP:journals/pervasive/LaneBMGFK17,
author = {Nicholas D. Lane and
Sourav Bhattacharya and
Akhil Mathur and
Petko Georgiev and
Claudio Forlivesi and
Fahim Kawsar},
title = {Squeezing Deep Learning into Mobile and Embedded Devices},
journal = {{IEEE} Pervasive Comput.},
volume = {16},
number = {3},
pages = {82--88},
year = {2017}
}
@inproceedings{DBLP:conf/huc/MathurK17,
author = {Akhil Mathur and
Fahim Kawsar},
title = {Towards cognitive awareness: a mobile context modeling- and notification-based
approach},
booktitle = {UbiComp/ISWC Adjunct},
pages = {977--981},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/huc/Kalanadhabhatta17,
author = {Lakshmi Manasa Kalanadhabhatta and
Akhil Mathur and
Rahul Majethia and
Fahim Kawsar},
title = {Application overchoice: preliminary lessons from a longitudinal study},
booktitle = {UbiComp/ISWC Adjunct},
pages = {982--987},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/mobisys/MathurLBBFK17,
author = {Akhil Mathur and
Nicholas D. Lane and
Sourav Bhattacharya and
Aidan Boran and
Claudio Forlivesi and
Fahim Kawsar},
title = {DeepEye: Resource Efficient Local Execution of Multiple Deep Vision
Models using Wearable Commodity Hardware},
booktitle = {MobiSys},
pages = {68--81},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/bcshci/MontanariMMK16,
author = {Alessandro Montanari and
Afra J. Mashhadi and
Akhil Mathur and
Fahim Kawsar},
title = {Understanding the Privacy Design Space for Personal Connected Objects},
booktitle = {{BCS} {HCI}},
series = {Workshops in Computing},
publisher = {{BCS}},
year = {2016}
}
@inproceedings{DBLP:conf/cscw/MashhadiKMDS16,
author = {Afra J. Mashhadi and
Fahim Kawsar and
Akhil Mathur and
Casey Dugan and
N. Shami},
title = {Let's Talk About the Quantified Workplace},
booktitle = {{CSCW} Companion},
pages = {522--528},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/huc/MathurLK16,
author = {Akhil Mathur and
Nicholas D. Lane and
Fahim Kawsar},
title = {Engagement-aware computing: modelling user engagement from mobile
contexts},
booktitle = {UbiComp},
pages = {622--633},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/icmi/MashhadiMBVK16,
author = {Afra J. Mashhadi and
Akhil Mathur and
Marc Van den Broeck and
Geert Vanderhulst and
Fahim Kawsar},
title = {Understanding the impact of personal feedback on face-to-face interactions
in the workplace},
booktitle = {{ICMI}},
pages = {362--369},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/mhci/MashhadiMBVGK16,
author = {Afra J. Mashhadi and
Akhil Mathur and
Marc Van den Broeck and
Geert Vanderhulst and
Marc Godon and
Fahim Kawsar},
title = {A case study on capturing and visualising face-to-face interactions
in the workplace},
booktitle = {MobileHCI Adjunct},
pages = {575--584},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/mobicase/LaneBMFK16,
author = {Nicholas D. Lane and
Sourav Bhattacharya and
Akhil Mathur and
Claudio Forlivesi and
Fahim Kawsar},
title = {{DXTK:} Enabling Resource-efficient Deep Learning on Mobile and Embedded
Devices with the DeepX Toolkit},
booktitle = {MobiCASE},
pages = {98--107},
publisher = {{ACM} / {ICST}},
year = {2016}
}
@inproceedings{DBLP:conf/mobisys/MathurK16,
author = {Akhil Mathur and
Fahim Kawsar},
title = {The Need to Account for Geographical Diversities in Mobile Data Research},
booktitle = {MobiData@MobiSys},
pages = {7--11},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/huc/MathurBVMK15,
author = {Akhil Mathur and
Marc Van den Broeck and
Geert Vanderhulst and
Afra J. Mashhadi and
Fahim Kawsar},
title = {Tiny habits in the giant enterprise: understanding the dynamics of
a quantified workplace},
booktitle = {UbiComp},
pages = {577--588},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/mobisys/MathurBVMK15,
author = {Akhil Mathur and
Marc Van den Broeck and
Geert Vanderhulst and
Afra J. Mashhadi and
Fahim Kawsar},
title = {Quantified Workplace: Opportunities and Challenges},
booktitle = {WPA@MobiSys},
pages = {37--41},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/huc/MashhadiMK14,
author = {Afra J. Mashhadi and
Akhil Mathur and
Fahim Kawsar},
title = {The myth of subtle notifications},
booktitle = {UbiComp Adjunct},
pages = {111--114},
publisher = {{ACM}},
year = {2014}
}
@article{DBLP:journals/bell/KumarML13,
author = {Neha Kumar and
Akhil Mathur and
Siddhartha Lal},
title = {Banking 101: Mobile-izing Financial Inclusion in an Emerging India},
journal = {Bell Labs Tech. J.},
volume = {17},
number = {4},
pages = {37--41},
year = {2013}
}
@inproceedings{DBLP:conf/dev/MathurAJ13,
author = {Akhil Mathur and
Shivam Agarwal and
Sharad Jaiswal},
title = {Exploring playback and recording of web-based audio media on low-end
feature phones},
booktitle = {{ACM} {DEV} {(3)}},
pages = {13:1--13:9},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/mhci/MathurJ13,
author = {Akhil Mathur and
Sharad Jaiswal},
title = {Exploring the interplay between community media and mobile web in
developing regions},
booktitle = {Mobile {HCI}},
pages = {318--327},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/ozchi/MathurMDMMD12,
author = {Akhil Mathur and
Anirban Majumder and
Samik Datta and
Sreedal Menon and
Shipra Malhotra and
Ankur Dahiya},
title = {LifeView: a lifelog visualization tool for supporting sentimental
recall and sharing},
booktitle = {{OZCHI}},
pages = {371--380},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/pervasive/SamdariaMB12,
author = {Navkar Samdaria and
Akhil Mathur and
Ravin Balakrishnan},
title = {Paying in Kind for Crowdsourced Work in Developing Regions},
booktitle = {Pervasive},
series = {Lecture Notes in Computer Science},
volume = {7319},
pages = {343--360},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/mhci/MathurRCB11,
author = {Akhil Mathur and
Divya Ramachandran and
Edward Cutrell and
Ravin Balakrishnan},
title = {An exploratory study on the use of camera phones and pico projectors
in rural India},
booktitle = {Mobile {HCI}},
pages = {347--356},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/ictd/HutchfulMCJ10,
author = {David Hutchful and
Akhil Mathur and
Edward Cutrell and
Apurva Joshi},
title = {Cloze: an authoring tool for teachers with low computer proficiency},
booktitle = {{ICTD}},
pages = {21:1--21:10},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/chi/KamMKC09,
author = {Matthew Kam and
Akhil Mathur and
Anuj Kumar and
John F. Canny},
title = {Designing digital games for rural children: a study of traditional
village games in India},
booktitle = {{CHI}},
pages = {31--40},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/ictd/KamKJMC09,
author = {Matthew Kam and
Anuj Kumar and
Shirley Jain and
Akhil Mathur and
John F. Canny},
title = {Improving literacy in rural India: cellphone games in an after-school
program},
booktitle = {{ICTD}},
pages = {139--149},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/ACMdis/KamAKLMTC08,
author = {Matthew Kam and
Aishvarya Agarwal and
Anuj Kumar and
Siddhartha Lal and
Akhil Mathur and
Anuj Tewari and
John F. Canny},
title = {Designing e-learning games for rural children in India: a format for
balancing learning with fun},
booktitle = {Conference on Designing Interactive Systems},
pages = {58--67},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/ictd/KamBKLMTC07,
author = {Matthew Kam and
Siddharth Bhagwani and
Anuj Kumar and
Siddhartha Lal and
Akhil Mathur and
Anuj Tewari and
John F. Canny},
title = {The social complexities of user-centered design in {ICTD:} Experiences
from four schools in India's villages and slums},
booktitle = {{ICTD}},
pages = {1--6},
publisher = {{IEEE}},
year = {2007}
}
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