conftrace_

probabilistic bound

8 papers

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Co-occurring keywords · papers mentioning both

causal inference (3) gaussian process (2) cholesky decomposition (1) regression model (1) large dataset (1) stopping criterion (1) probabilistic analysis (1) imprecise probability (1) scenario optimization (1) causal graphical model (1)

Papers

Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 2024 Stopping Bayesian Optimization with Probabilistic Regret Bounds NeurIPS 2024 Adaptive Cholesky Gaussian Processes AISTATS 2023 Probabilities of Causation: Role of Observational Data AISTATS 2023 A Probabilistic Approach to Neural Network Pruning ICML 2021 Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples L4DC 2021 Deriving Bounds And Inequality Constraints Using Logical Relations Among Counterfactuals UAI 2020 Computing Lower and Upper Bounds on the Probability of Causal Statements PGM 2016