conftrace_

likelihood approximation

5 papers

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Co-occurring keywords

bayesian inference (1907) parameter estimation (274) surrogate modeling (24) probabilistic classifier (22) bayesian statistics (5) p* model (1) neural approximation (1) probabilistic solver (3) nonparametric method (37) ordinary differential equation (139)

Papers

Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024
Jana: Jointly amortized neural approximation of complex Bayesian models UAI 2023
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation NIPS 2019
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification AISTATS 2017
Deterministic Bayesian inference for the $p*$ model AISTATS 2010