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risk certificate

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Co-occurring keywords · papers mentioning both

pac-bayes bound (2) self-certified learning (1) probabilistic neural network (1) neural network (1) generalization bound (1) 0-1 loss (1) kl divergence (1) model selection (1)

Papers

Advances in PAC-Bayesian certification of deep neural networks: tighter closed-form inequalities and optimization of bounds on non-differentiable losses UAI 2026 Tighter Risk Certificates for Neural Networks JMLR 2021