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Co-occurring keywords · papers mentioning both

probability density function (1) bottleneck metric (1) data dependent hypothesis (1) conformal learning (1) belief function (1) persistence diagram (1) pac-bayesian theory (1) uncertainty estimation (1) out-of-distribution detection (1) generalization bound (1)

Papers

Random-Set Neural Networks ICLR 2025 Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets JMLR 2024 Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019