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Interpretable Sensitivity Analysis for the Baron–Kenny Approach to Mediation with Unmeasured Confounding 08-Mar-2022 08:30 AM PST - 08-Mar-2022 08:55 AM PST
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Domain Adaptation Under Structural Causal Models
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Evaluating Replicability: Considerations for Analyses and Implications for Design
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Disentangling Confounding and Nonsense Associations Due to Dependence
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Prospects and Perils of Interpolating Models
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Distributionally Robust Bayesian Nonparametric Regression
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Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty
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Assessing External Validity Over Worst-Case Subpopulations
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Veridical Network Embedding
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Sim2Real Transfer in Robotics: Thoughts on Model Pruning and Robust Visual Transfer
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Predicting Out-of-Distribution Error with the Projection Norm
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Structured Adaptation & Deep Learning: When Prediction Yields Adaptation
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Near-Optimal Compression in Near-Linear Time
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A Precise High-Dimensional Asymptotic Theory for AdaBoost
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Bayesian Nonparametric Models for Treatment Effect Heterogeneity: Model Parameterization, Prior Choice, and Posterior Summarization
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Distribution Generalization in Underidentified Causal Models
Date: March 08, 2022
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