1 code implementation • 7 Mar 2024 • Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma Vrudhula, Carole-Jean Wu
Such fragmentation introduces a new type of data heterogeneity in FL, namely \textit{system-induced data heterogeneity}, as each device generates distinct data depending on its hardware and software configurations.
no code implementations • 13 Apr 2020 • Mohammad Farhadi Bajestani, Mehdi Ghasemi, Sarma Vrudhula, Yezhou Yang
However, we need a limited knowledge of the observed environment at inference time which can be learned using a shallow neural network (SHNN).
no code implementations • 5 Sep 2019 • Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang
On the other hand, for a large chunk of recognition challenges, a system can classify images correctly using simple models or so-called shallow networks.
1 code implementation • 23 May 2019 • Amir Karami, Mehdi Ghasemi, Souvik Sen, Marcos Moraes, Vishal Shah
Results: The text mining methods explored high-frequency neurologic DsSs and their trends and the relationships between them from 1955 to 2017.
no code implementations • 14 Nov 2017 • Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi
Then, we train convolutional neural networks with the approximation polynomials instead of original activation functions and analyze the performance of the models.
Optical Character Recognition Optical Character Recognition (OCR) +1