control variates - Robuta Search

https://openreview.net/forum?id=SqGn6phAxR&referrer=%5Bthe%20profile%20of%20Zhuo%20Sun%5D(%2Fprofile%3Fid%3D~Zhuo_Sun1) Meta-learning Control Variates: Variance Reduction with Limited Data | OpenReview Control variates can be a powerful tool to reduce the variance of Monte Carlo estimators, but constructing effective control variates can be challenging when... meta learning control variates variance reduction limited data openreview https://openreview.net/forum?id=G-uNfHKrj46 Efficient Attention via Control Variates | OpenReview We present a novel analysis of random feature attention based on control variates, which characterizes its gap to full softmax attention and induces a novel... control variates efficient attention via openreview https://openreview.net/forum?id=M_WuaKoaEfQ A Quadrature Rule combining Control Variates and Adaptive Importance Sampling | OpenReview Driven by several successful applications such as in stochastic gradient descent or in Bayesian computation, control variates have become a major tool for... quadrature rule control variates importance sampling combining https://openreview.net/forum?id=CrimIjBa64 Multi-Source Causal Inference Using Control Variates under Outcome Selection Bias | OpenReview While many areas of machine learning have benefited from the increasing availability of large and varied datasets, the benefit to causal inference has been... multi source causal inference control variates