Akhil Mathur - RankMe

94 papers A* 2A 8B 3C 5Misc 12Journal 36Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks. CoRR William F. Shen, Xinchi Qiu, Chenxi Whitehouse, Lisa Alazraki, Shashwat Goel, Francesco Barbieri, Timon Willi, Akhil Mathur, Ilias Leontiadis
2026	J	`jnl`	Scaling Small Agents Through Strategy Auctions. CoRR Lisa Alazraki, William F. Shen, Yoram Bachrach, Akhil Mathur
2025	Misc	`conf`	Enhancing Efficiency in Multidevice Federated Learning through Data Selection. SEC Fan Mo, Mohammad Malekzadeh, Soumyajit Chatterjee, Fahim Kawsar, Akhil Mathur
2024	J	`jnl`	Balancing Continual Learning and Fine-tuning for Human Activity Recognition. CoRR Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Akhil Mathur, Cecilia Mascolo
2024	A	`conf`	CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. WSDM Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
2024	A	`conf`	Kaizen: Practical self-supervised continual learning with continual fine-tuning. WACV Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
2023	J	`jnl`	A First Look into the Carbon Footprint of Federated Learning. J. Mach. Learn. Res. Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Yan Gao, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2023	—	`conf`	Enhancing Wearable Technologies for Dementia Care: A Cognitive Architecture Approach. EXTRAAMAS Matija Franklin, David A. Lagnado, Chulhong Min, Akhil Mathur, Fahim Kawsar
2023	J	`jnl`	Latent Masking for Multimodal Self-supervised Learning in Health Timeseries. CoRR Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
2023	J	`jnl`	Practical self-supervised continual learning with continual fine-tuning. CoRR Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
2023	J	`jnl`	SensiX++: Bringing MLOps and Multi-tenant Model Serving to Sensory Edge Devices. ACM Trans. Embed. Comput. Syst. Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
2023	J	`jnl`	SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments. IEEE Trans. Mob. Comput. Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
2023	J	`jnl`	Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows. ACM Trans. Softw. Eng. Methodol. Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur
2022	—	`conf`	A Taxonomy of Noise in Voice Self-reports while Running. UbiComp/ISWC Adjunct Tao Bi, Temitayo A. Olugbade, Akhil Mathur, Catherine Holloway, Aneesha Singh, Enrico Costanza, Nadia Berthouze
2022	J	`jnl`	Centaur: Federated Learning for Constrained Edge Devices. CoRR Fan Mo, Mohammad Malekzadeh, Soumyajit Chatterjee, Fahim Kawsar, Akhil Mathur
2022	J	`jnl`	ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition. CoRR Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur
2022	J	`jnl`	ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur
2022	J	`jnl`	FLAME: Federated Learning Across Multi-device Environments. CoRR Hyunsung Cho, Akhil Mathur, Fahim Kawsar
2022	J	`jnl`	FLAME: Federated Learning across Multi-device Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Hyunsung Cho, Akhil Mathur, Fahim Kawsar
2022	J	`jnl`	FRuDA: Framework for Distributed Adversarial Domain Adaptation. IEEE Trans. Parallel Distributed Syst. Shaoduo Gan, Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2022	A*	`conf`	Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. ICML Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur
2022	J	`jnl`	Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. CoRR Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur
2022	Misc	`conf`	SleepGAN: Towards Personalized Sleep Therapy Music. ICASSP Jing Yang, Chulhong Min, Akhil Mathur, Fahim Kawsar
2022	J	`jnl`	Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows. CoRR Wiebke Toussaint, Akhil Mathur, Fahim Kawsar, Aaron Yi Ding
2021	J	`jnl`	A first look into the carbon footprint of federated learning. CoRR Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2021	Misc	`conf`	Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. SenSys Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar
2021	J	`jnl`	Chronic Pain Protective Behavior Detection with Deep Learning. ACM Trans. Comput. Heal. Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
2021	—	`conf`	Designing Memory Aids for Dementia Patients using Earables. UbiComp/ISWC Adjunct Matija Franklin, David A. Lagnado, Chulhong Min, Akhil Mathur, Fahim Kawsar
2021	Misc	`conf`	Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device Environments. SenSys Hyunsung Cho, Akhil Mathur, Fahim Kawsar
2021	J	`jnl`	FRuDA: Framework for Distributed Adversarial Domain Adaptation. CoRR Shaoduo Gan, Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2021	J	`jnl`	Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
2021	J	`jnl`	Low-Power Audio Keyword Spotting using Tsetlin Machines. CoRR Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur
2021	J	`jnl`	On-device Federated Learning with Flower. CoRR Akhil Mathur, Daniel J. Beutel, Pedro Porto Buarque de Gusmão, Javier Fernández-Marqués, Taner Topal, Xinchi Qiu, Titouan Parcollet, Yan Gao, Nicholas D. Lane
2021	J	`jnl`	SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices. CoRR Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
2020	J	`jnl`	A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Youngjae Chang, Akhil Mathur, Anton Isopoussu, Junehwa Song, Fahim Kawsar
2020	J	`jnl`	A first look into the carbon footprint of federated learning. CoRR Xinchi Qiu, Titouan Parcollet, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
2020	B	`conf`	Data4Good: Designing for Diversity and Development. AVI Luigi De Russis, Neha Kumar, Akhil Mathur
2020	J	`jnl`	Flower: A Friendly Federated Learning Research Framework. CoRR Daniel J. Beutel, Taner Topal, Akhil Mathur, Xinchi Qiu, Titouan Parcollet, Nicholas D. Lane
2020	J	`jnl`	Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data. CoRR Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
2020	J	`jnl`	Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation. CoRR Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2020	Misc	`conf`	Libri-Adapt: a New Speech Dataset for Unsupervised Domain Adaptation. ICASSP Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2020	J	`jnl`	Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems. CoRR Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2020	—	`—`	Scaling machine learning systems using domain adaptation Akhil Mathur
2020	J	`jnl`	SensiX: A Platform for Collaborative Machine Learning on the Edge. CoRR Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Fahim Kawsar
2020	A	`conf`	Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification. INTERSPEECH Akhil Mathur, Nadia Berthouze, Nicholas D. Lane
2019	—	`conf`	A Vision for Adaptive and Generalizable Audio-Sensing Systems. SocialSens@CPSIoTWeek Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2019	Misc	`conf`	A closer look at quality-aware runtime assessment of sensing models in multi-device environments. SenSys Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar
2019	Misc	`conf`	An early characterisation of wearing variability on motion signals for wearables. UbiComp Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
2019	C	`conf`	AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models. ICMLA Taesik Gong, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Akhil Mathur, Fahim Kawsar
2019	J	`jnl`	Automatic Detection of Protective Behavior in Chronic Pain Physical Rehabilitation: A Recurrent Neural Network Approach. CoRR Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
2019	—	`conf`	Automatic Smile and Frown Recognition with Kinetic Earables. AH Seungchul Lee, Chulhong Min, Alessandro Montanari, Akhil Mathur, Youngjae Chang, Junehwa Song, Fahim Kawsar
2019	C	`conf`	FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation. ICMLA Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Bianchi-Berthouze, Nicholas D. Lane
2019	—	`conf`	Mic2Mic: using cycle-consistent generative adversarial networks to overcome microphone variability in speech systems. IPSN Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
2019	Misc	`conf`	Recurrent network based automatic detection of chronic pain protective behavior using MoCap and sEMG data. UbiComp Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
2019	A	`conf`	Situation-Aware Conversational Agent with Kinetic Earables. MobiSys Shin Katayama, Akhil Mathur, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar
2019	B	`conf`	Situation-Aware Emotion Regulation of Conversational Agents with Kinetic Earables. ACII Shin Katayama, Akhil Mathur, Marc Van den Broeck, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar
2019	—	`ed.`	The 5th ACM Workshop on Wearable Systems and Applications, WearSys@MobiSys 2019, Seoul, Republic of Korea, June 17-21, 2019 WearSys@MobiSys Fahim Kawsar, Chulhong Min, Akhil Mathur, Ashwin Ashok, Alessandro Montanari
2019	—	`ch.`	Towards the Design and Evaluation of Robust Audio-Sensing Systems. Human Activity Sensing Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Robert Smith, Nadia Berthouze, Nicholas D. Lane
2019	—	`conf`	Unsupervised domain adaptation for robust sensory systems. UbiComp/ISWC Adjunct Akhil Mathur, Anton Isopoussu, Nadia Berthouze, Nicholas D. Lane, Fahim Kawsar
2018	A	`conf`	Audio-Kinetic Model for Automatic Dietary Monitoring with Earable Devices. MobiSys Chulhong Min, Akhil Mathur, Fahim Kawsar
2018	—	`conf`	Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables. UbiComp/ISWC Adjunct Chulhong Min, Alessandro Montanari, Akhil Mathur, Seungchul Lee, Fahim Kawsar
2018	J	`jnl`	Earables for Personal-Scale Behavior Analytics. IEEE Pervasive Comput. Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari
2018	—	`conf`	Exploring audio and kinetic sensing on earable devices. WearSys@MobiSys Chulhong Min, Akhil Mathur, Fahim Kawsar
2018	—	`conf`	On Robustness of Cloud Speech APIs: An Early Characterization. UbiComp/ISWC Adjunct Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Robert Smith, Nicholas D. Lane, Nadia Berthouze
2018	—	`conf`	Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices. IPSN Akhil Mathur, Tianlin Zhang, Sourav Bhattacharya, Petar Velickovic, Leonid Joffe, Nicholas D. Lane, Fahim Kawsar, Pietro Liò
2018	A	`conf`	eSense: Earable Platform for Human Sensing. MobiSys Fahim Kawsar, Chulhong Min, Akhil Mathur, Marc Van den Broeck, Utku Günay Acer, Claudio Forlivesi
2018	—	`conf`	eSense: Open Earable Platform for Human Sensing. UbiComp/ISWC Adjunct Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
2018	Misc	`conf`	eSense: Open Earable Platform for Human Sensing. SenSys Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
2017	—	`conf`	Application overchoice: preliminary lessons from a longitudinal study. UbiComp/ISWC Adjunct Lakshmi Manasa Kalanadhabhatta, Akhil Mathur, Rahul Majethia, Fahim Kawsar
2017	A	`conf`	DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware. MobiSys Akhil Mathur, Nicholas D. Lane, Sourav Bhattacharya, Aidan Boran, Claudio Forlivesi, Fahim Kawsar
2017	J	`jnl`	Moving Beyond Market Research: Demystifying Smartphone User Behavior in India. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Akhil Mathur, Lakshmi Manasa Kalanadhabhatta, Rahul Majethia, Fahim Kawsar
2017	J	`jnl`	Squeezing Deep Learning into Mobile and Embedded Devices. IEEE Pervasive Comput. Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar
2017	—	`conf`	Towards cognitive awareness: a mobile context modeling- and notification-based approach. UbiComp/ISWC Adjunct Akhil Mathur, Fahim Kawsar
2016	—	`conf`	A case study on capturing and visualising face-to-face interactions in the workplace. MobileHCI Adjunct Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Marc Godon, Fahim Kawsar
2016	—	`conf`	DXTK: Enabling Resource-efficient Deep Learning on Mobile and Embedded Devices with the DeepX Toolkit. MobiCASE Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur, Claudio Forlivesi, Fahim Kawsar
2016	Misc	`conf`	Engagement-aware computing: modelling user engagement from mobile contexts. UbiComp Akhil Mathur, Nicholas D. Lane, Fahim Kawsar
2016	—	`conf`	Let's Talk About the Quantified Workplace. CSCW Companion Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami
2016	—	`conf`	The Need to Account for Geographical Diversities in Mobile Data Research. MobiData@MobiSys Akhil Mathur, Fahim Kawsar
2016	—	`conf`	Understanding the Privacy Design Space for Personal Connected Objects. BCS HCI Alessandro Montanari, Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar
2016	B	`conf`	Understanding the impact of personal feedback on face-to-face interactions in the workplace. ICMI Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Fahim Kawsar
2015	—	`conf`	Quantified Workplace: Opportunities and Challenges. WPA@MobiSys Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra J. Mashhadi, Fahim Kawsar
2015	Misc	`conf`	Tiny habits in the giant enterprise: understanding the dynamics of a quantified workplace. UbiComp Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra J. Mashhadi, Fahim Kawsar
2014	—	`conf`	The myth of subtle notifications. UbiComp Adjunct Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar
2013	J	`jnl`	Banking 101: Mobile-izing Financial Inclusion in an Emerging India. Bell Labs Tech. J. Neha Kumar, Akhil Mathur, Siddhartha Lal
2013	—	`conf`	Exploring playback and recording of web-based audio media on low-end feature phones. ACM DEV (3) Akhil Mathur, Shivam Agarwal, Sharad Jaiswal
2013	—	`conf`	Exploring the interplay between community media and mobile web in developing regions. Mobile HCI Akhil Mathur, Sharad Jaiswal
2012	Misc	`conf`	LifeView: a lifelog visualization tool for supporting sentimental recall and sharing. OZCHI Akhil Mathur, Anirban Majumder, Samik Datta, Sreedal Menon, Shipra Malhotra, Ankur Dahiya
2012	—	`conf`	Paying in Kind for Crowdsourced Work in Developing Regions. Pervasive Navkar Samdaria, Akhil Mathur, Ravin Balakrishnan
2011	—	`conf`	An exploratory study on the use of camera phones and pico projectors in rural India. Mobile HCI Akhil Mathur, Divya Ramachandran, Edward Cutrell, Ravin Balakrishnan
2010	C	`conf`	Cloze: an authoring tool for teachers with low computer proficiency. ICTD David Hutchful, Akhil Mathur, Edward Cutrell, Apurva Joshi
2009	A*	`conf`	Designing digital games for rural children: a study of traditional village games in India. CHI Matthew Kam, Akhil Mathur, Anuj Kumar, John F. Canny
2009	C	`conf`	Improving literacy in rural India: cellphone games in an after-school program. ICTD Matthew Kam, Anuj Kumar, Shirley Jain, Akhil Mathur, John F. Canny
2008	A	`conf`	Designing e-learning games for rural children in India: a format for balancing learning with fun. Conference on Designing Interactive Systems Matthew Kam, Aishvarya Agarwal, Anuj Kumar, Siddhartha Lal, Akhil Mathur, Anuj Tewari, John F. Canny
2007	C	`conf`	The social complexities of user-centered design in ICTD: Experiences from four schools in India's villages and slums. ICTD Matthew Kam, Siddharth Bhagwani, Anuj Kumar, Siddhartha Lal, Akhil Mathur, Anuj Tewari, John F. Canny