Datamodels: Predicting Predictions with Training Data Date: March 07, 2022 No views • about 1 year ago

Domain Adaptation Under Structural Causal Models Date: March 07, 2022 No views • about 1 year ago

Evaluating Replicability: Considerations for Analyses and Implications for Design Date: March 07, 2022 No views • about 1 year ago

Disentangling Confounding and Nonsense Associations Due to Dependence Date: March 08, 2022 No views • about 1 year ago

Prospects and Perils of Interpolating Models Date: March 09, 2022 No views • about 1 year ago

Distributionally Robust Bayesian Nonparametric Regression Date: March 09, 2022 No views • about 1 year ago

Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty Date: March 09, 2022 No views • about 1 year ago

Assessing External Validity Over Worst-Case Subpopulations Date: March 09, 2022 No views • about 1 year ago

Veridical Network Embedding Date: March 10, 2022 No views • about 1 year ago

Sim2Real Transfer in Robotics: Thoughts on Model Pruning and Robust Visual Transfer Date: March 10, 2022 No views • about 1 year ago

Predicting Out-of-Distribution Error with the Projection Norm Date: March 10, 2022 No views • about 1 year ago

Structured Adaptation & Deep Learning: When Prediction Yields Adaptation Date: March 10, 2022 No views • about 1 year ago

Near-Optimal Compression in Near-Linear Time Date: March 08, 2022 No views • about 1 year ago

Bayesian Nonparametric Models for Treatment Effect Heterogeneity: Model Parameterization, Prior Choice, and Posterior Summarization Date: March 10, 2022 No views • about 1 year ago

Distribution Generalization in Underidentified Causal Models Date: March 08, 2022 No views • about 1 year ago