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Paper accepted at IJCAI-ECAI 2022

Our paper “Exchangeability-Aware Sum-Product Networks” has been accepted for presentation at the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI).

IJCAI-ECAI is one of the flag­ship conferences in artificial intelligence, and this year had an acceptance rate of 15%. In our paper, we present a tractable probabilistic model for relational domains, consisting of multiple entities and their relations. Specifically, the model makes use of both local independence as well as symmetries, which naturally arise in relational domains.