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➗ Statistics and Probability

8 papers · the most cited first · all shelves

Statistics and Probability is a subfield of Mathematics in the OpenAlex classification of science. The topics most of its papers here are on: «Markov Chains and Monte Carlo Methods», «Advanced Causal Inference Techniques», «Probability and Statistical Research».

 Papers (8)

  1. Bagging PredictorsLeo Breiman1996 · 16,498 citations
  2. Auto-Encoding Variational BayesDiederik P Kingma, Max Welling2013 · 15,018 citations
  3. Fitting Linear Mixed-Effects Models Using lme4Douglas Bates, Martin Mächler, Ben Bolker, et al.2015 · 2,925 citations
  4. Stochastic Backpropagation and Approximate Inference in Deep Generative ModelsDanilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra2014 · 2,595 citations
  5. Measures of Distributional SimilarityLillian Lee1999 · 654 citations
  6. Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
  7. Assessing the Reliability of Statistical Software: Part IB. D. McCullough1998 · 165 citations
  8. Interpretability at Scale: Identifying Causal Mechanisms in AlpacaZhengxuan Wu, Atticus Geiger, Thomas Icard, et al.2023 · 70 citations

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