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David Page

University of Wisconsin Madison

Neural Markov Prolog

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Nov 27, 2023
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Differentially Private Multi-Site Treatment Effect Estimation

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Oct 10, 2023
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On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models

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May 27, 2023
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From Feature Importance to Distance Metric: An Almost Exact Matching Approach for Causal Inference

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Feb 23, 2023
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Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach

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Mar 19, 2021
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High-Throughput Approach to Modeling Healthcare Costs Using Electronic Healthcare Records

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Nov 18, 2020
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Temporal Poisson Square Root Graphical Models

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May 12, 2020
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Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error

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May 12, 2020
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CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods

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Feb 18, 2020
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AutoBlock: A Hands-off Blocking Framework for Entity Matching

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Dec 07, 2019
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