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Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits
We propose an active sampling flow, with the use-case of simulating the impact of combined variations on analog circuits.
On the cost of Bayesian posterior mean strategy for log-concave models
To answer this question, we establish some quantitative statistical bounds related to the underlying Poincar\'e constant of the model and establish new results about the numerical approximation of Gibbs measures by Cesaro averages of Euler schemes of (over-damped) Langevin diffusions.
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