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cs.LG2022
LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks
Aryaman Jeendgar, Tanmay Devale, Soma S Dhavala +1
Mining large datasets and obtaining calibrated predictions from tem is of immediate relevance and utility in reliable deep learning. In our work, we develop methods for Deep neural…
cs.LG2022★ 1 cited
Hamiltonian Monte Carlo Particle Swarm Optimizer
Omatharv Bharat Vaidya, Rithvik Terence DSouza, Snehanshu Saha +2
We introduce the Hamiltonian Monte Carlo Particle Swarm Optimizer (HMC-PSO), an optimization algorithm that reaps the benefits of both Exponentially Averaged Momentum PSO and HMC s…