Fahim Kawsar

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 144

Top Venues

CoRR

UbiComp/ISWC Adjunct

IEEE Pervasive Comput.

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Using Self-supervised Learning Can Improve Model Fairness. KDD (2024)
Taesik Gong, Si Young Jang, Utku Günay Acer, Fahim Kawsar, Chulhong Min
Collaborative Inference via Dynamic Composition of Tiny AI Accelerators on MCUs. CoRR (2024)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Akhil Mathur, Cecilia Mascolo
Balancing Continual Learning and Fine-tuning for Human Activity Recognition. CoRR (2024)
Irtaza Shahid, Khaldoon Al-Naimi, Ting Dang, Yang Liu, Fahim Kawsar, Alessandro Montanari
Towards Enabling DPOAE Estimation on Single-Speaker Earbuds. ICASSP (2024)
Fahim Kawsar
Beyond Pixels. IEEE Pervasive Comput. 23 (1) (2024)
Julia Romero, Andrea Ferlini, Dimitris Spathis, Ting Dang, Katayoun Farrahi, Fahim Kawsar, Alessandro Montanari
OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring. HotMobile (2024)
Chulhong Min, Juheon Yi, Utku Günay Acer, Fahim Kawsar
Enabling Cross-Camera Collaboration for Video Analytics on Distributed Smart Cameras. CoRR (2024)
Chulhong Min, Utku Günay Acer, Si Young Jang, Sangwon Choi, Diana A. Vasile, Taesik Gong, Juheon Yi, Fahim Kawsar
An AI-Native Runtime for Multi-Wearable Environments. CoRR (2024)
Soumyajit Chatterjee, Fahim Kawsar, Mohammad Malekzadeh
Poster: Test-time Training for Sensor Data Classification via Time-series Change Identification. HotMobile (2024)
Si Young Jang, Fahim Kawsar, Chulhong Min
Thermal Characterization of AI Applications on AI Accelerators-equipped Microcontrollers. BodySys@MobiSys (2024)
Adiba Orzikulova, Diana A. Vasile, Fahim Kawsar, Chulhong Min
Time-bound Contextual Bio-ID Generation for Minimalist Wearables. CoRR (2024)
Mohammad Malekzadeh, Fahim Kawsar
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing. HotMobile (2024)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Using Self-supervised Learning Can Improve Model Fairness. CoRR (2024)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data. CoRR (2024)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
Kaizen: Practical self-supervised continual learning with continual fine-tuning. WACV (2024)
Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. WSDM (2024)
Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
SensiX++: Bringing MLOps and Multi-tenant Model Serving to Sensory Edge Devices. ACM Trans. Embed. Comput. Syst. 22 (6) (2023)
Fahim Kawsar
Generative AI and the Call for Brevity. IEEE Pervasive Comput. 22 (3) (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
The State of Algorithmic Fairness in Mobile Human-Computer Interaction. CoRR (2023)
Nicole Lai, Marios G. Philiastides, Fahim Kawsar, Fani Deligianni
Towards personalised music-therapy; a neurocomputational modelling perspective. CoRR (2023)
Dimitris Spathis, Fahim Kawsar
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models. CoRR (2023)
Kamran Ali, Mohammed Alloulah, Fahim Kawsar, Alex X. Liu
On Goodness of WiFi Based Monitoring of Sleep Vital Signs in the Wild. IEEE Trans. Mob. Comput. 22 (1) (2023)
Fahim Kawsar
A New Beginning. IEEE Pervasive Comput. 22 (1) (2023)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments. IEEE Trans. Mob. Comput. 22 (9) (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
The State of Algorithmic Fairness in Mobile Human-Computer Interaction. MobileHCI (Companion) (2023)
Ananta Narayanan Balaji, Andrea Ferlini, Fahim Kawsar, Alessandro Montanari
Stereo-BP: Non-Invasive Blood Pressure Sensing with Earables. HotMobile (2023)
Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur
Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Matija Franklin, David A. Lagnado, Chulhong Min, Akhil Mathur, Fahim Kawsar
Enhancing Wearable Technologies for Dementia Care: A Cognitive Architecture Approach. EXTRAAMAS (2023)
Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds. ICASSP (2023)
Nicole Lai-Tan, Marios G. Philiastides, Fahim Kawsar, Fani Deligianni
Toward Personalized Music-Therapy: A Neurocomputational Modeling Perspective. IEEE Pervasive Comput. 22 (3) (2023)
Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur
Latent Masking for Multimodal Self-supervised Learning in Health Timeseries. CoRR (2023)
Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing. CoRR (2023)
Bhawana Chhaglani, Utku Günay Acer, Si Young Jang, Fahim Kawsar, Chulhong Min
Cocoon: On-Body Microphone Collaboration for Spatial Awareness. HotMobile (2023)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
Practical self-supervised continual learning with continual fine-tuning. CoRR (2023)
Mohammad Malekzadeh, Fahim Kawsar
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing. CoRR (2023)
Hyunsung Cho, Akhil Mathur, Fahim Kawsar
FLAME: Federated Learning across Multi-device Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Utku Günay Acer, Marc Van den Broeck, Chulhong Min, Mallesham Dasari, Fahim Kawsar
The City as a Personal Assistant: Turning Urban Landmarks into Conversational Agents for Serving Hyper Local Information. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. CoRR (2022)
Hoang Truong, Alessandro Montanari, Fahim Kawsar
Non-Invasive Blood Pressure Monitoring with Multi-Modal In-Ear Sensing. ICASSP (2022)
Hyunsung Cho, Akhil Mathur, Fahim Kawsar
FLAME: Federated Learning Across Multi-device Environments. CoRR (2022)
Fan Mo, Mohammad Malekzadeh, Soumyajit Chatterjee, Fahim Kawsar, Akhil Mathur
Centaur: Federated Learning for Constrained Edge Devices. CoRR (2022)
Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari
Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000. SenSys (2022)
Wiebke Toussaint, Akhil Mathur, Fahim Kawsar, Aaron Yi Ding
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows. CoRR (2022)
Jing Yang, Chulhong Min, Akhil Mathur, Fahim Kawsar
SleepGAN: Towards Personalized Sleep Therapy Music. ICASSP (2022)
Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar
Logic-based intelligence for batteryless sensors. HotMobile (2022)
Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. ICML (2022)
Fahad Ayaz, Muhammed Shahzeb Khan, Sajjad Hussain, Waseem Ahmad, Fahim Kawsar, Muhammad Ali Imran, Ahmed Zoha
Contact-Free Vital Sign Estimation Using Ultra-Wide Band Radar. ICECS 2022 (2022)
Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines. SenSys (2022)
Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition. CoRR (2022)
Shaoduo Gan, Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
FRuDA: Framework for Distributed Adversarial Domain Adaptation. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Andrea Ferlini, Alessandro Montanari, Chulhong Min, Hongwei Li, Ugo Sassi, Fahim Kawsar
In-Ear PPG for Vital Signs. IEEE Pervasive Comput. 21 (1) (2022)
Hyunsung Cho, Akhil Mathur, Fahim Kawsar
Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device Environments. SenSys (2021)
Tadashi Okoshi, Jin Nakazawa, Jeong-Gil Ko, Fahim Kawsar, Susanna Pirttikangas
WellComp 2021: Fourth International Workshop on Computing for Well-Being. UbiComp/ISWC Adjunct (2021)
Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur
Low-Power Audio Keyword Spotting using Tsetlin Machines. CoRR (2021)
Si Young Jang, Utku Günay Acer, Chulhong Min, Fahim Kawsar
Deploying Collaborative Machine Learning Systems in Edge with Multiple Cameras. ICMU (2021)
Fahim Kawsar, Robert Harle, Alessandro Montanari, Chulhong Min
EarComp 2021: Second International Workshop on Earable Computing. UbiComp/ISWC Adjunct (2021)
Shaoduo Gan, Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
FRuDA: Framework for Distributed Adversarial Domain Adaptation. CoRR (2021)
Manasa Kalanadhabhatta, Chulhong Min, Alessandro Montanari, Fahim Kawsar
FatigueSet: A Multi-modal Dataset for Modeling Mental Fatigue and Fatigability. PervasiveHealth (2021)
Matija Franklin, David A. Lagnado, Chulhong Min, Akhil Mathur, Fahim Kawsar
Designing Memory Aids for Dementia Patients using Earables. UbiComp/ISWC Adjunct (2021)
Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices. CoRR (2021)
Fahim Kawsar, Romit Roy Choudhury, Ganesh Ananthanarayanan
Pervasive Video and Audio. IEEE Pervasive Comput. 20 (2) (2021)
Juheon Yi, Chulhong Min, Fahim Kawsar
Vision Paper: Towards Software-Defined Video Analytics with Cross-Camera Collaboration. SenSys (2021)
Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar
Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. SenSys (2021)
Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
Libri-Adapt: a New Speech Dataset for Unsupervised Domain Adaptation. ICASSP (2020)
Chunjong Park, Chulhong Min, Sourav Bhattacharya, Fahim Kawsar
Augmenting Conversational Agents with Ambient Acoustic Contexts. MobileHCI (2020)
Youngjae Chang, Akhil Mathur, Anton Isopoussu, Junehwa Song, Fahim Kawsar
A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Tadashi Okoshi, Jin Nakazawa, JeongGil Ko, Fahim Kawsar, Susanna Pirttikangas
WellComp 2020: third international workshop on computing for well-being. UbiComp/ISWC Adjunct (2020)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Fahim Kawsar
SensiX: A Platform for Collaborative Machine Learning on the Edge. CoRR (2020)
Alessandro Montanari, Manuja Sharma, Dainius Jenkus, Mohammed Alloulah, Lorena Qendro, Fahim Kawsar
ePerceptive: energy reactive embedded intelligence for batteryless sensors. SenSys (2020)
Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation. CoRR (2020)
Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems. CoRR (2020)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
An early characterisation of wearing variability on motion signals for wearables. UbiComp (2019)
Alessandro Montanari, Mohammed Alloulah, Fahim Kawsar
Degradable inference for energy autonomous vision applications. UbiComp/ISWC Adjunct (2019)
Tadashi Okoshi, Jin Nakazawa, JeongGil Ko, Fahim Kawsar, Susanna Pirttikangas
WellComp 2019: second international workshop on computing for well-being. UbiComp/ISWC Adjunct (2019)
Shin Katayama, Akhil Mathur, Marc Van den Broeck, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar
Situation-Aware Emotion Regulation of Conversational Agents with Kinetic Earables. ACII (2019)
Akhil Mathur, Anton Isopoussu, Nadia Berthouze, Nicholas D. Lane, Fahim Kawsar
Unsupervised domain adaptation for robust sensory systems. UbiComp/ISWC Adjunct (2019)
Shin Katayama, Akhil Mathur, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar
Situation-Aware Conversational Agent with Kinetic Earables. MobiSys (2019)
Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Bianchi-Berthouze, Nicholas D. Lane
FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation. ICMLA (2019)
Mohammed Alloulah, Anton Isopoussu, Chulhong Min, Fahim Kawsar
On Tracking the Physicality of Wi-Fi: A Subspace Approach. IEEE Access 7 (2019)
Taesik Gong, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Akhil Mathur, Fahim Kawsar
AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models. ICMLA (2019)
Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar
A closer look at quality-aware runtime assessment of sensing models in multi-device environments. SenSys (2019)
Utku Günay Acer, Marc Van den Broeck, Fahim Kawsar
On Hyper-local Conversational Agents in Urban Settings. MCSS@MobiSys (2019)
Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
A Vision for Adaptive and Generalizable Audio-Sensing Systems. SocialSens@CPSIoTWeek (2019)
Utku Günay Acer, Marc Van den Broeck, Claudio Forlivesi, Florian Heller, Fahim Kawsar
Scaling Crowdsourcing with Mobile Workforce: A Case Study with Belgian Postal Service. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Moustafa Youssef, Fahim Kawsar
Transformative Computing and Communication. Computer 52 (7) (2019)
Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane
Mic2Mic: using cycle-consistent generative adversarial networks to overcome microphone variability in speech systems. IPSN (2019)
Utku Günay Acer, Marc Van den Broeck, Fahim Kawsar
The city as a personal assistant. UbiComp/ISWC Adjunct (2019)
Seungchul Lee, Chulhong Min, Alessandro Montanari, Akhil Mathur, Youngjae Chang, Junehwa Song, Fahim Kawsar
Automatic Smile and Frown Recognition with Kinetic Earables. AH (2019)
Sourav Bhattacharya, Alberto Gil C. P. Ramos, Fahim Kawsar, Nicholas D. Lane, Lynn M. Gionta, Joanne Manidis, Greg Silvesti, Matthieu Vegreville
Monitoring Daily Activities of Multiple Sclerosis Patients with Connected Health Devices. UbiComp/ISWC Adjunct (2018)
Claudio Forlivesi, Marc Van den Broeck, Utku Günay Acer, Fahim Kawsar
On-Wearable AI to Model Human Interruptibility. MobiSys (2018)
Fahim Kawsar, Chulhong Min, Akhil Mathur, Marc Van den Broeck, Utku Günay Acer, Claudio Forlivesi
eSense: Earable Platform for Human Sensing. MobiSys (2018)
Tadashi Okoshi, JeongGil Ko, Susanna Pirttikangas, Jin Nakazawa, Fahim Kawsar
WellComp 2018: First International Workshop on Computing for Well-Being. UbiComp/ISWC Adjunct (2018)
Chulhong Min, Akhil Mathur, Fahim Kawsar
Exploring audio and kinetic sensing on earable devices. WearSys@MobiSys (2018)
Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
eSense: Open Earable Platform for Human Sensing. UbiComp/ISWC Adjunct (2018)
Chulhong Min, Alessandro Montanari, Akhil Mathur, Seungchul Lee, Fahim Kawsar
Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables. UbiComp/ISWC Adjunct (2018)
Florian Michahelles, Fahim Kawsar, Simon Mayer, Luca Mottola
Beyond Testbeds: Real-World IoT Deployments. IEEE Pervasive Comput. 17 (4) (2018)
Claudio Forlivesi, Utku Günay Acer, Marc Van den Broeck, Fahim Kawsar
Mindful interruptions: a lightweight system for managing interruptibility on wearables. WearSys@MobiSys (2018)
Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
eSense: Open Earable Platform for Human Sensing. SenSys (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fahim Kawsar