Environmental Research and Teaching Institute, Ecole Normale Supérieure, 24, rue Lhomond, F-75231 Paris Cedex 05, France Geosciences Departement and Laboratoire de Météorologie Dynamique (CNRS and ...

Abstract: Boolean circuits in d-DNNF form enable tractable probabilistic inference. However, as a key insight of this work, we show that commonly used d-DNNF compilation approaches introduce ...

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