imprecise probability

Characterising the Convergence of Imprecise Markov Chains UAI 2026 From Bayes’ Rule to Bayes Rules: Information Processing, Bayes’ Theorem, and Imprecise Probabilities UAI 2026 Imprecise Probabilities for Privacy–Accuracy Trade-offs in Bayesian Networks UAI 2026 Verbalizing LLM’s Higher-order Uncertainty via Imprecise Probabilities UAI 2026 Imprecise Multi-Armed Bandits: Representing Irreducible Uncertainty as a Zero-Sum Game JMLR 2025 Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs IJCAI 2024 Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization UAI 2024 Approximate Inference in Logical Credal Networks IJCAI 2023 Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023 Faster online calibration without randomization: interval forecasts and the power of two choices COLT 2022 Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds AAAI 2022 Local Differential Privacy for Belief Functions AAAI 2022 Logical Credal Networks NeurIPS 2022 Updating Probability Intervals with Uncertain Inputs IJCAI 2022 Probabilistic Model Checking of Robots Deployed in Extreme Environments AAAI 2019 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017 Computing Lower and Upper Bounds on the Probability of Causal Statements PGM 2016 Large-scale probabilistic predictors with and without guarantees of validity NeurIPS 2015 JNCC2: The Java Implementation Of Naive Credal Classifier 2 JMLR 2008 Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2 JMLR 2008 Minimax Regret Classifier for Imprecise Class Distributions JMLR 2007