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AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models.

Zeyu LiuSouvik KunduAnni LiJunrui WanLianghao JiangPeter Anthony Beerel
Published in: CoRR (2024)
Keyphrases
  • fine tuning
  • low rank
  • convex optimization
  • matrix factorization
  • missing data
  • linear combination
  • low rank matrix recovery
  • neural network
  • probabilistic model
  • model selection
  • factorization methods
  • low rank matrices