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lifted inference

46 papers

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Co-occurring keywords

probabilistic inference (312) graphical model (864) first-order logic (171) markov logic network (36) probabilistic graphical model (226) map inference (130) approximate inference (253) statistical relational learning (24) symmetry detection (30) weighted model counting (20)

Papers

Polynomial-Time Relational Probabilistic Inference in Open Universes IJCAI 2025
Approximate Lifted Model Construction IJCAI 2025
Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024
Lifted Causal Inference in Relational Domains CLEAR 2024
Lifted Inference with Linear Order Axiom AAAI 2023
Lifting in multi-agent systems under uncertainty UAI 2022
Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022
Who did it? Identifying the Most Likely Origins of Events PGM 2022
Faster lifting for two-variable logic using cell graphs UAI 2021
Handling Overlaps When Lifting Gaussian Bayesian Networks IJCAI 2021
Lifted reasoning meets weighted model integration UAI 2021
Lifted Hybrid Variational Inference IJCAI 2020
Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract) IJCAI 2020
Domain-Liftability of Relational Marginal Polytopes AISTATS 2020
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping PGM 2020
Lifted Query Answering in Gaussian Bayesian Networks PGM 2020
Lifted Message Passing for Hybrid Probabilistic Inference IJCAI 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
Generating and Sampling Orbits for Lifted Probabilistic Inference UAI 2019
Lifted Hinge-Loss Markov Random Fields AAAI 2019
Lifted Weight Learning of Markov Logic Networks Revisited AISTATS 2019
Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019
Parameterised Queries and Lifted Query Answering IJCAI 2018
Lifted Weighted Mini-Bucket NIPS 2018
Lifted Filtering via Exchangeable Decomposition IJCAI 2018