Search Results for author: Jayeeta Mondal

Found 3 papers, 1 papers with code

Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline

no code implementations10 Nov 2023 Jayeeta Mondal, Swarnava Dey, Arijit Mukherjee

Multiple Deep Neural Networks (DNNs) integrated into single Deep Learning (DL) inference pipelines e. g. Multi-Task Learning (MTL) or Ensemble Learning (EL), etc., albeit very accurate, pose challenges for edge deployment.

Ensemble Learning Multi-Task Learning +1

Computational Solar Energy -- Ensemble Learning Methods for Prediction of Solar Power Generation based on Meteorological Parameters in Eastern India

1 code implementation21 Jan 2023 Debojyoti Chakraborty, Jayeeta Mondal, Hrishav Bakul Barua, Ankur Bhattacharjee

In this paper, the impact of weather parameters on solar PV power generation is estimated by several Ensemble ML (EML) models like Bagging, Boosting, Stacking, and Voting for the first time.

Ensemble Learning feature selection

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