conftrace_

probabilistic bound

8 papers

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Co-occurring keywords

causal inference (1630) gaussian process (1200) cholesky decomposition (6) regression model (113) large dataset (8) stopping criterion (10) probabilistic analysis (14) imprecise probability (15) scenario optimization (6) causal graphical model (14)

Papers

Stopping Bayesian Optimization with Probabilistic Regret Bounds NIPS 2024
Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 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