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11/03/2022
Empirical Analysis of Model Selection for Heterogenous Causal Effect Estimation
We study the problem of model selection in causal inference, specificall...
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11/30/2020
RealCause: Realistic Causal Inference Benchmarking
There are many different causal effect estimators in causal inference. H...
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10/22/2020
In Search of Robust Measures of Generalization
One of the principal scientific challenges in deep learning is explainin...
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12/17/2019
On the Bias-Variance Tradeoff: Textbooks Need an Update
The main goal of this thesis is to point out that the bias-variance trad...
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10/19/2018
A Modern Take on the Bias-Variance Tradeoff in Neural Networks
We revisit the bias-variance tradeoff for neural networks in light of mo...
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12/16/2017
