Brady Neal | DeepAI

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Featured Co-authors

Simon Lacoste-Julien
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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...

0 Divyat Mahajan, et al. ∙

∙ 11/30/2020

RealCause: Realistic Causal Inference Benchmarking

There are many different causal effect estimators in causal inference. H...

0 Brady Neal, et al. ∙

∙ 10/22/2020

In Search of Robust Measures of Generalization

One of the principal scientific challenges in deep learning is explainin...

9 Gintare Karolina Dziugaite, et al. ∙

∙ 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...

0 Brady Neal, et al. ∙

∙ 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...

20 Brady Neal, et al. ∙

∙ 12/16/2017

How well does your sampler really work?

We present a new data-driven benchmark system to evaluate the performanc...

0 Ryan Turner, et al. ∙

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