SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning.
Jinghan JiaYihua ZhangYimeng ZhangJiancheng LiuBharat RunwalJames DiffenderferBhavya KailkhuraSijia LiuPublished in: CoRR (2024)
Keyphrases
- higher order
- optimization problems
- power consumption
- optimization algorithm
- optimization process
- data sets
- global optimization
- high order
- evolutionary algorithm
- case study
- databases
- real time
- multi objective
- website
- information retrieval
- constrained optimization
- quadratic programming
- joint optimization
- discrete optimization
- optimization strategies
- power losses