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20192026
most citedConditional Independence Testing using Generative Adversarial Networks

26 citations · 76 across the 14 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023★ 1 cited

Towards Bounding Causal Effects under Markov Equivalence

Alexis Bellot

Predicting the effect of unseen interventions is a fundamental research question across the data sciences. It is well established that in general such questions cannot be answered…

stat.ML2023★ 1 cited

Functional Causal Bayesian Optimization

Limor Gultchin, Virginia Aglietti, Alexis Bellot +1

We propose functional causal Bayesian optimization (fCBO), a method for finding interventions that optimize a target variable in a known causal graph. fCBO extends the CBO family o…