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integral equation

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picard iteration (2) kernel methods (2) average partial causal effect (1) fredholm kernel (1) regularized integral equation (1) solution operator (1) fredholm integral equation (1) asymptotic properties (1) regularized fredholm integral equation (1) negative control outcome (1)

Papers

Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond ICML 2025 Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations ICLR 2025 Instrumental Variable Estimation of Average Partial Causal Effects ICML 2023 Learning with Fredholm Kernels NeurIPS 2014 Inverse Density as an Inverse Problem: the Fredholm Equation Approach NeurIPS 2013