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  • 👋 Welcome to Evolutionary COmputation and Learning Systems (ECOLS) Research Group

Currently, it is being operated from the University of the South Pacific, Fiji. Our research interest mainly includes

  • Guiding Neural Networks through gradient descent or curriculum learning
  • Oversampling with SMOTified-GAN - a new data augmentation method
  • Parallalization of SGD for big data
  • Bilevel optimization with evoluionary algorithms
  • Static & dynamic constraint optimization with meta-heuristic algorithms
  • Video Abstraction

You can reach us at: anuraganand(dot)sharma(at)usp(dot)ac(dot)fj

Admin [Anuraganand Sharma] https://github.com/anuraganands

ECOLS Research Group's Projects

gsgd-cnn icon gsgd-cnn

Paper: A Strategic Weight Refinement Maneuver for Convolutional Neural Networks

ichea-dcop icon ichea-dcop

ICHEA for Dynamic Constraint Optimization Problems (DCOP)

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