3 papers
cs.LG2023
Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing
Mehedi Hasan, Moloud Abdar, Abbas Khosravi +5
Although neural networks (especially deep neural networks) have achieved \textit{better-than-human} performance in many fields, their real-world deployment is still questionable du…
physics.optics2023
Broadband high-resolution integrated spectrometer architecture & data processing method
Mehedi Hasan, Gazi Mahamud Hasan, Houman Ghorbani +4
Up-to-date network telemetry is the key enabler for resource optimization by capacity scaling, fault recovery, and network reconfiguration among other means. Reliable optical perfo…
eess.SP2023
Continuous tuning & thermally induced frequency drift stabilisation of time delay oscillators such as the optoelectronic oscillator
Mehedi Hasan, Charles Nicholls, Keegan Pitre +1
Delay line oscillators based on photonic components, such as the optoelectronic oscillator (OEO), offer the potential for realization of phase noise levels orders of magnitude lowe…