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perturbation model

5 papers

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worst-case loss (1) inverse convex optimization (1) hard em algorithm (1) perturbation modeling (1) cellular perturbation (1) inverse convex program (1) single-cell sequencing (1) gumbel-max trick (1) maximum a posteriori estimation (1) certified defense (1)

Papers

Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NeurIPS 2023 Adversarial Robustness Against the Union of Multiple Perturbation Models ICML 2020 Gradient Estimation with Stochastic Softmax Tricks NeurIPS 2020 Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time ICML 2018 Learning with Maximum A-Posteriori Perturbation Models AISTATS 2014