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bernstein polynomial

4 papers

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Co-occurring keywords · papers mentioning both

spectral filter (1) formal certification (1) multivariate calibration (1) shape-restricted regression (1) functional optimisation (1) graph spectral analysis (1) shape-restricted estimation (1) classification score (1) shape prior (1) neural network certification (1)

Papers

DeepBern-Nets: Taming the Complexity of Certifying Neural Networks Using Bernstein Polynomial Activations and Precise Bound Propagation AAAI 2024 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020 Bayesian Functional Optimisation with Shape Prior AAAI 2019