2 papers
stat.ML2020
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects
Qiming Du, Gérard Biau, François Petit +1
We present new insights into causal inference in the context of Heterogeneous Treatment Effects by proposing natural variants of Random Forests to estimate the key conditional dist…
math.ST2019
Variance Estimation in Adaptive Sequential Monte Carlo
Qiming Du, Arnaud Guyader
Sequential Monte Carlo (SMC) methods represent a classical set of techniques to simulate a sequence of probability measures through a simple selection/mutation mechanism. However,…