2 papers
cs.LG2025
POCAII: Parameter Optimization with Conscious Allocation using Iterative Intelligence
Joshua Inman, Tanmay Khandait, Lalitha Sankar +1
In this paper we propose for the first time the hyperparameter optimization (HPO) algorithm POCAII. POCAII differs from the Hyperband and Successive Halving literature by explicitl…
cs.LG2023
Parameter Optimization with Conscious Allocation (POCA)
Joshua Inman, Tanmay Khandait, Giulia Pedrielli +1
The performance of modern machine learning algorithms depends upon the selection of a set of hyperparameters. Common examples of hyperparameters are learning rate and the number of…