conftrace_

imprecise probability

15 papers

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Co-occurring keywords

set-valued classification (3) probability bound (5) credal set (10) coherent inference (1) desirable gamble (1) stochastic planning (15) class distribution (21) stochastic environment (30) naive baye (56) constraint-based method (15)

Papers

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
Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023
Approximate Inference in Logical Credal Networks IJCAI 2023
Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds AAAI 2022
Updating Probability Intervals with Uncertain Inputs IJCAI 2022
Local Differential Privacy for Belief Functions AAAI 2022
Logical Credal Networks NIPS 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 NIPS 2015
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2 JMLR 2008
JNCC2: The Java Implementation Of Naive Credal Classifier 2 JMLR 2008
Minimax Regret Classifier for Imprecise Class Distributions JMLR 2007