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02/21/2023
Valid Inference for Machine Learning Model Parameters
The parameters of a machine learning model are typically learned by mini...
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01/17/2023
Word Embeddings as Statistical Estimators
Word embeddings are a fundamental tool in natural language processing. C...
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03/23/2022
Robust Coordinate Ascent Variational Inference with Markov chain Monte Carlo simulations
Variational Inference (VI) is a method that approximates a difficult-to-...
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11/04/2021