Knowledge Distillation For Wireless Edge Learning

1 code implementation • 3 Apr 2021 • Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal

In this paper, we propose a framework for predicting frame errors in the collaborative spectrally congested wireless environments of the DARPA Spectrum Collaboration Challenge (SC2) via a recently collected dataset.

Federated Learning Knowledge Distillation +1

Deep Learning for Frame Error Prediction using a DARPA Spectrum Collaboration Challenge (SC2) Dataset

1 code implementation • 22 Mar 2020 • Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Xiwen Zhang, Aly El Gamal

We demonstrate a first example for employing deep learning in predicting frame errors for a Collaborative Intelligent Radio Network (CIRN) using a dataset collected during participation in the final scrimmages of the DARPA SC2 challenge.

A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification

no code implementations • 8 Nov 2019 • Afra Anika, Md. Hasibur Rahman, Salekul Islam, Abu Shafin Mohammad Mahdee Jameel, Chowdhury Rafeed Rahman

QA classification system maps questions asked by humans to an appropriate answer category.

BIG-bench Machine Learning Classification +2