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Benjie Wang

Neural Structure Learning with Stochastic Differential Equations

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Nov 06, 2023
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On Preimage Approximation for Neural Networks

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May 08, 2023
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Compositional Probabilistic and Causal Inference using Tractable Circuit Models

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Apr 17, 2023
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Bayesian Network Models of Causal Interventions in Healthcare Decision Making: Literature Review and Software Evaluation

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Nov 28, 2022
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Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits

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May 11, 2022
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Tractable Uncertainty for Structure Learning

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Apr 29, 2022
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Provable Guarantees on the Robustness of Decision Rules to Causal Interventions

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May 19, 2021
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Assessing Robustness of Text Classification through Maximal Safe Radius Computation

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Oct 07, 2020
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Statistically Robust Neural Network Classification

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Dec 11, 2019
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