Optimization

Global Optimization and Inference-Time Region Grafting for Agentic Workflows

Inference-time adaptation of agentic workflows that locally replaces underperforming regions using label-free execution-quality signals, avoiding whole-workflow re-optimization

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights

Projection of the radial component in momentum optimizers to slow down the decay of effective step sizes for scale-invariant weights - ___[ICLR 2021](https://iclr.cc/Conferences/2021)___