Asfia Kawnine

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Robotic Platform

Collaborative Learning

Weighted Average

Top Venues

Publications

Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. CoRR (2024)
Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
Evaluating Multi-Global Server Architecture for Federated Learning. ICCE (2024)
Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. ICCE (2024)
Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. CoRR (2024)
Seyed Alireza Rahimi Azghadi, Atah Nuh Mih, Asfia Kawnine, Monica Wachowicz, Francis Palma, Hung Cao
An Adaptive Indoor Localization Approach Using WiFi RSSI Fingerprinting with SLAM-Enabled Robotic Platform and Deep Neural Networks. CoRR (2024)
Atah Nuh Mih, Hung Cao, Asfia Kawnine, Monica Wachowicz
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. CoRR (2023)
Asfia Kawnine, Hung Cao, Atah Nuh Mih, Monica Wachowicz
Evaluating Multi-Global Server Architecture for Federated Learning. CoRR (2023)
Asfia Kawnine, Zinnia Sultana, Lutfun Nahar
An Approach to Assess Air Quality using Deep Learning with BRB. AICCC (2021)