conftrace_

continuous variable

10 papers

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Co-occurring keywords

probabilistic inference (312) weighted model integration (15) parameter learning (65) weighted model counting (20) smt solving (22) structure learning (341) bayesian inference (1907) base measure (1) change of variable (6) categorical variable (13)

Papers

Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023
The Base Measure Problem and its Solution AISTATS 2021
Learning Weighted Model Integration Distributions AAAI 2020
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs IJCAI 2020
Generalized and Scalable Optimal Sparse Decision Trees ICML 2020
The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019
Fairness-Aware Learning for Continuous Attributes and Treatments ICML 2019
Efficient Weighted Model Integration via SMT-Based Predicate Abstraction IJCAI 2017
Kernel Embeddings of Latent Tree Graphical Models NIPS 2011
"Ideal Parent” Structure Learning for Continuous Variable Bayesian Networks JMLR 2007