no code implementations • 6 Jul 2024 • Kazi Hasan, Thomas Trappenberg, Israat Haque
Radio link failure (RLF) prediction system in Radio Access Networks (RANs) is critical for ensuring seamless communication and meeting the stringent requirements of high data rates, low latency, and improved reliability in 5G networks.
no code implementations • 21 Jun 2024 • Antor Hasan, Conrado Boeira, Khaleda Papry, Yue Ju, Zhongwen Zhu, Israat Haque
Secondly, current intelligent solutions are tailored to LTE networks and do not fully capture the spatio-temporal characteristics present in the data.
no code implementations • 22 Jul 2023 • Quazi Mishkatul Alam, Israat Haque, Nael Abu-Ghazaleh
In this paper, we introduce LtC, a collaborative framework between the video source and the analytics server, that efficiently learns to reduce the video streams within an analytics pipeline.
no code implementations • 16 Feb 2023 • Zichong Wang, Nripsuta Saxena, Tongjia Yu, Sneha Karki, Tyler Zetty, Israat Haque, Shan Zhou, Dukka Kc, Ian Stockwell, Albert Bifet, Wenbin Zhang
However, most fair machine learning (fair-ML) work to address bias in decision-making systems has focused solely on the offline setting.
no code implementations • 16 Feb 2023 • Zichong Wang, Yang Zhou, Israat Haque, David Lo, Wenbin Zhang
The increasing use of Machine Learning (ML) software can lead to unfair and unethical decisions, thus fairness bugs in software are becoming a growing concern.
no code implementations • 17 Apr 2022 • Xuejiao Tang, Tai Le Quy, Eirini Ntoutsi, Kea Turner, Vasile Palade, Israat Haque, Peng Xu, Chris Brown, Wenbin Zhang
Given a question-image input, the Visual Commonsense Reasoning (VCR) model can predict an answer with the corresponding rationale, which requires inference ability from the real world.