TTARO retrains a shallow neural representation along with the Gaussian process at each Bayesian optimization step, improving sample efficiency on two analog topology benchmarks relative to frozen-embedding baselines.
AnalogGenie: A generative engine for automatic discovery of analog circuit topologies,
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Finding the Needle in a Haystack: Test-Time Analog Circuit Representation Adaptation for Bayesian Optimization
TTARO retrains a shallow neural representation along with the Gaussian process at each Bayesian optimization step, improving sample efficiency on two analog topology benchmarks relative to frozen-embedding baselines.