2 papers
cs.LG2026
Can an Actor-Critic Optimization Framework Improve Analog Design?
Sounak Dutta, Fin Amin, Sushil Panda +3
Analog design often slows down because even small changes to device sizes or biases require expensive simulation cycles, and high-quality solutions typically occupy only a narrow p…
stat.ML2025
Adaptive Linear Embedding for Nonstationary High-Dimensional Optimization
Yuejiang Wen, Paul D. Franzon
Bayesian Optimization (BO) in high-dimensional spaces remains fundamentally limited by the curse of dimensionality and the rigidity of global low-dimensional assumptions. While Ran…