176 citations · 184 across the 6 of their papers we have counts for
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cs.LG2021★ 176 cited
Winter wheat yield prediction using convolutional neural networks from environmental and phenological data
Amit Kumar Srivastava, Nima Safaei, Saeed Khaki +5
Crop yield forecasting depends on many interactive factors, including crop genotype, weather, soil, and management practices. This study analyzes the performance of machine learnin…
cs.LG2020
Regularization and False Alarms Quantification: Two Sides of the Explainability Coin
Nima Safaei, Pooria Assadi
Regularization is a well-established technique in machine learning (ML) to achieve an optimal bias-variance trade-off which in turn reduces model complexity and enhances explainabi…
cs.LG2019
Correspondent Banking Networks: Theory and Experiment
Nima Safaei, Ivan A. Sergienko
We employ the mathematical programming approach in conjunction with the graph theory to study the structure of correspondent banking networks. Optimizing the network requires decis…