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probabilistic inference

337 papers

Papers

A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics NeurIPS 2024 An Approximate Skolem Function Counter AAAI 2024 A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models NeurIPS 2024 Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024 Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities ICLR 2024 Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024 DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization AAAI 2024 Discrete Probabilistic Inference as Control in Multi-path Environments UAI 2024 Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization UAI 2024 Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NeurIPS 2024 Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows NeurIPS 2024 On Hardware-efficient Inference in Probabilistic Circuits UAI 2024 On the Expressive Power of Tree-Structured Probabilistic Circuits NeurIPS 2024 QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios EMNLP 2024 Rethinking and Extending the Probabilistic Inference Capacity of GNNs ICLR 2024 Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024 Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation NeurIPS 2024 Stein Variational Ergodic Search RSS 2024 Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024 Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024 Total Variation Distance Meets Probabilistic Inference ICML 2024 Uncertainty-aware Action Decoupling Transformer for Action Anticipation CVPR 2024 Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling AAAI 2023 Characteristic Circuits NeurIPS 2023 Credal Marginal MAP NeurIPS 2023