2 papers
cs.LG2026
EvE: An Alternate Optimizer to Adam
Shashank Raj, Kalyanmoy Deb
Adam and its variants dominate neural network training, but a single run only reveals whether a configuration works well after most of its budget is spent, a poor fit for hyperpara…
cs.DC2025
EvoSort: A Genetic-Algorithm-Based Adaptive Parallel Sorting Framework for Large-Scale High Performance Computing
Shashank Raj, Kalyanmoy Deb
We present EvoSort, a general-purpose adaptive parallel parallel sorting framework accessible at the Python level. EvoSort employs a Genetic Algorithm (GA) to automatically discove…