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04/20/2023
Multi-aspect Repetition Suppression and Content Moderation of Large Language Models
Natural language generation is one of the most impactful fields in NLP, ...
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03/02/2023
Interactive Text Generation
Users interact with text, image, code, or other editors on a daily basis...
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06/12/2020
Targeting Learning: Robust Statistics for Reproducible Research
Targeted Learning is a subfield of statistics that unifies advances in c...
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08/14/2019
Efficient Estimation of Pathwise Differentiable Target Parameters with the Undersmoothed Highly Adaptive Lasso
We consider estimation of a functional parameter of a realistically mode...
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05/23/2019
Nonparametric Bootstrap Inference for the Targeted Highly Adaptive LASSO Estimator
The Highly-Adaptive-LASSO Targeted Minimum Loss Estimator (HAL-TMLE) is ...
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01/15/2019
A nonparametric super-efficient estimator of the average treatment effect
Doubly robust estimators of causal effects are a popular means of estima...
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02/26/2018
One-step Targeted Maximum Likelihood for Time-to-event Outcomes
Current targeted maximum likelihood estimation methods used to analyze t...
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04/24/2017
