probabilistic inference

On Importance Sampling-Based Evaluation of Latent Language Models ACL 2020 On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes ICML 2020 On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020 Ordering Variables for Weighted Model Integration UAI 2020 Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020 Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations NeurIPS 2020 Reward Propagation Using Graph Convolutional Networks NeurIPS 2020 Scaling Up AND/OR Abstraction Sampling IJCAI 2020 Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing ICML 2020 Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings UAI 2020 Temporal Logics Over Finite Traces with Uncertainty AAAI 2020 Tolerance-Guided Policy Learning for Adaptable and Transferrable Delicate Industrial Insertion CoRL 2020 Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization AISTATS 2019 A neurally plausible model for online recognition and postdiction in a dynamical environment NeurIPS 2019 Approximate Bayesian Inference in Spatial Environments RSS 2019 A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019 Belief Propagation: Accurate Marginals or Accurate Partition Function – Where is the Difference? UAI 2019 Consistency by Agreement in Zero-Shot Neural Machine Translation NAACL 2019 Coordinated hippocampal-entorhinal replay as structural inference NeurIPS 2019 Deep Convolutional Sum-Product Networks AAAI 2019 Efficient Search-Based Weighted Model Integration UAI 2019 Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay NeurIPS 2019 Generating and Sampling Orbits for Lifted Probabilistic Inference UAI 2019 How to Exploit Structure while Solving Weighted Model Integration Problems UAI 2019 Meta-Learning Probabilistic Inference for Prediction ICLR 2019